ferumflex Steem Profile | Ecosynthesizer

@ferumflex

steemit.com/@ferumflex

VOTING POWER100.00%

DOWNVOTE POWER100.00%

RESOURCE CREDITS100.00%

REPUTATION PROGRESS69.14%

Net Worth

0.783USD

STEEM

0.000STEEM

SBD

0.217SBD

Own SP

11.704SP

Detailed Balance

STEEM
balance	0.000STEEM	STEEM
market_balance	0.000STEEM	STEEM
savings_balance	0.000STEEM	STEEM
reward_steem_balance	0.000STEEM	STEEM
STEEM POWER
Own SP	11.704SP	SP
Delegated Out	0.000SP	SP
Delegation In	0.000SP	SP
Effective Power	11.704SP	SP
Reward SP (pending)	0.000SP	SP
SBD
sbd_balance	0.217SBD	SBD
sbd_conversions	0.000SBD	SBD
sbd_market_balance	0.000SBD	SBD
savings_sbd_balance	0.000SBD	SBD
reward_sbd_balance	0.000SBD	SBD

{
  "balance": "0.000 STEEM",
  "savings_balance": "0.000 STEEM",
  "reward_steem_balance": "0.000 STEEM",
  "vesting_shares": "19037.130578 VESTS",
  "delegated_vesting_shares": "0.000000 VESTS",
  "received_vesting_shares": "0.000000 VESTS",
  "sbd_balance": "0.217 SBD",
  "savings_sbd_balance": "0.000 SBD",
  "reward_sbd_balance": "0.000 SBD",
  "conversions": []
}

Account Info

name	ferumflex
id	158734
rank	112,816
reputation	1990887483
created	2017-05-14T04:15:27
recovery_account	steem
proxy	None
post_count	8
comment_count	0
lifetime_vote_count	0
witnesses_voted_for	0
last_post	2018-11-07T12:02:51
last_root_post	2018-11-07T12:02:51
last_vote_time	2022-07-01T14:33:51
proxied_vsf_votes	0, 0, 0, 0
can_vote	1
voting_power	9,414
delayed_votes	0
balance	0.000 STEEM
savings_balance	0.000 STEEM
sbd_balance	0.217 SBD
savings_sbd_balance	0.000 SBD
vesting_shares	19037.130578 VESTS
delegated_vesting_shares	0.000000 VESTS
received_vesting_shares	0.000000 VESTS
reward_vesting_balance	0.000000 VESTS
vesting_balance	0.000 STEEM
vesting_withdraw_rate	0.000000 VESTS
next_vesting_withdrawal	1969-12-31T23:59:59
withdrawn	0
to_withdraw	0
withdraw_routes	0
savings_withdraw_requests	0
last_account_recovery	1970-01-01T00:00:00
reset_account	null
last_owner_update	1970-01-01T00:00:00
last_account_update	1970-01-01T00:00:00
mined	No
sbd_seconds	2,147,958
sbd_last_interest_payment	2017-07-13T21:42:36
savings_sbd_last_interest_payment	1970-01-01T00:00:00

{
  "id": 158734,
  "name": "ferumflex",
  "owner": {
    "weight_threshold": 1,
    "account_auths": [],
    "key_auths": [
      [
        "STM7Cek1ERLiixy3ACsqS4tR26pDtTtQD4HJytfiTMce17wawtAry",
        1
      ]
    ]
  },
  "active": {
    "weight_threshold": 1,
    "account_auths": [],
    "key_auths": [
      [
        "STM5WCC4we349fvBN9JJdTxoeDWEE3qKWcjZvuB9b1PTqgbb3ZWSm",
        1
      ]
    ]
  },
  "posting": {
    "weight_threshold": 1,
    "account_auths": [],
    "key_auths": [
      [
        "STM6VW5oTvqjTkcmvuWdunpfcmFdXQNrXiwh8YErDY8jLM4BJzYHF",
        1
      ]
    ]
  },
  "memo_key": "STM8gNbzBC7xxKKNUnFnBxEwT57v72R1bt4iGtsnwR5UwySgaatjg",
  "json_metadata": "",
  "posting_json_metadata": "",
  "proxy": "",
  "last_owner_update": "1970-01-01T00:00:00",
  "last_account_update": "1970-01-01T00:00:00",
  "created": "2017-05-14T04:15:27",
  "mined": false,
  "recovery_account": "steem",
  "last_account_recovery": "1970-01-01T00:00:00",
  "reset_account": "null",
  "comment_count": 0,
  "lifetime_vote_count": 0,
  "post_count": 8,
  "can_vote": true,
  "voting_manabar": {
    "current_mana": "17921704589",
    "last_update_time": 1656686031
  },
  "downvote_manabar": {
    "current_mana": "4759282644",
    "last_update_time": 1656686031
  },
  "voting_power": 9414,
  "balance": "0.000 STEEM",
  "savings_balance": "0.000 STEEM",
  "sbd_balance": "0.217 SBD",
  "sbd_seconds": "2147958",
  "sbd_seconds_last_update": "2017-07-26T08:02:15",
  "sbd_last_interest_payment": "2017-07-13T21:42:36",
  "savings_sbd_balance": "0.000 SBD",
  "savings_sbd_seconds": "0",
  "savings_sbd_seconds_last_update": "1970-01-01T00:00:00",
  "savings_sbd_last_interest_payment": "1970-01-01T00:00:00",
  "savings_withdraw_requests": 0,
  "reward_sbd_balance": "0.000 SBD",
  "reward_steem_balance": "0.000 STEEM",
  "reward_vesting_balance": "0.000000 VESTS",
  "reward_vesting_steem": "0.000 STEEM",
  "vesting_shares": "19037.130578 VESTS",
  "delegated_vesting_shares": "0.000000 VESTS",
  "received_vesting_shares": "0.000000 VESTS",
  "vesting_withdraw_rate": "0.000000 VESTS",
  "next_vesting_withdrawal": "1969-12-31T23:59:59",
  "withdrawn": 0,
  "to_withdraw": 0,
  "withdraw_routes": 0,
  "curation_rewards": 2,
  "posting_rewards": 354,
  "proxied_vsf_votes": [
    0,
    0,
    0,
    0
  ],
  "witnesses_voted_for": 0,
  "last_post": "2018-11-07T12:02:51",
  "last_root_post": "2018-11-07T12:02:51",
  "last_vote_time": "2022-07-01T14:33:51",
  "post_bandwidth": 0,
  "pending_claimed_accounts": 0,
  "vesting_balance": "0.000 STEEM",
  "reputation": 1990887483,
  "transfer_history": [],
  "market_history": [],
  "post_history": [],
  "vote_history": [],
  "other_history": [],
  "witness_votes": [],
  "tags_usage": [],
  "guest_bloggers": [],
  "rank": 112816
}

Withdraw Routes

Incoming	Outgoing
Empty	Empty

{
  "incoming": [],
  "outgoing": []
}

From Date

To Date

strecozareplied to @ferumflex / redom9

2022/07/02 05:30:09 UTC

65,557,478|24abe95

parent author	ferumflex
parent permlink	hi-steemers
author	strecoza
permlink	redom9
title
body	Привіт Антон. Раді тебе бачити. Приєднуйся до нас. Разом ми сила!
json metadata	{"app":"steemit/0.2"}
Transaction Info	Block #65557478/Trx 24abe9574cee6391b1c64a61b3adb1be5fcd6535

View Raw JSON Data

{
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  "virtual_op": 0,
  "timestamp": "2022-07-02T05:30:09",
  "op": [
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    {
      "parent_author": "ferumflex",
      "parent_permlink": "hi-steemers",
      "author": "strecoza",
      "permlink": "redom9",
      "title": "",
      "body": "Привіт Антон. Раді тебе бачити. Приєднуйся до нас. Разом ми сила!",
      "json_metadata": "{\"app\":\"steemit/0.2\"}"
    }
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}

ferumflexupvoted (100.00%) @zaria56 / my-town-in-10-pictures-the-way-home-misto-yakogo-nemaye-null-or-25

2022/07/01 14:33:51 UTC

65,539,647|e9abed4

voter	ferumflex
author	zaria56
permlink	my-town-in-10-pictures-the-way-home-misto-yakogo-nemaye-null-or-25
weight	10000 (100.00%)
Transaction Info	Block #65539647/Trx e9abed4956a7ed27a59c4aa9d3206db98bec0580

View Raw JSON Data

{
  "trx_id": "e9abed4956a7ed27a59c4aa9d3206db98bec0580",
  "block": 65539647,
  "trx_in_block": 15,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2022-07-01T14:33:51",
  "op": [
    "vote",
    {
      "voter": "ferumflex",
      "author": "zaria56",
      "permlink": "my-town-in-10-pictures-the-way-home-misto-yakogo-nemaye-null-or-25",
      "weight": 10000
    }
  ]
}

ferumflexupvoted (100.00%) @lhorgic / crypto-terminology-or-or-10-payout-to-tron-fan-club

2022/07/01 14:32:57 UTC

65,539,629|e465cd1

voter	ferumflex
author	lhorgic
permlink	crypto-terminology-or-or-10-payout-to-tron-fan-club
weight	10000 (100.00%)
Transaction Info	Block #65539629/Trx e465cd11c6f5441d4e37d5925af79ad57e5af74a

View Raw JSON Data

{
  "trx_id": "e465cd11c6f5441d4e37d5925af79ad57e5af74a",
  "block": 65539629,
  "trx_in_block": 0,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2022-07-01T14:32:57",
  "op": [
    "vote",
    {
      "voter": "ferumflex",
      "author": "lhorgic",
      "permlink": "crypto-terminology-or-or-10-payout-to-tron-fan-club",
      "weight": 10000
    }
  ]
}

ferumflexupvoted (100.00%) @olesia / club100-the-diary-game-3-date-30-6-2022-or-ostannii-den-chervnya-tomu-sho-tomu

2022/07/01 14:32:15 UTC

65,539,615|beb6959

voter	ferumflex
author	olesia
permlink	club100-the-diary-game-3-date-30-6-2022-or-ostannii-den-chervnya-tomu-sho-tomu
weight	10000 (100.00%)
Transaction Info	Block #65539615/Trx beb6959737fe9f267bce6d41c7d9fd3779d0da26

View Raw JSON Data

{
  "trx_id": "beb6959737fe9f267bce6d41c7d9fd3779d0da26",
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  "trx_in_block": 4,
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  "virtual_op": 0,
  "timestamp": "2022-07-01T14:32:15",
  "op": [
    "vote",
    {
      "voter": "ferumflex",
      "author": "olesia",
      "permlink": "club100-the-diary-game-3-date-30-6-2022-or-ostannii-den-chervnya-tomu-sho-tomu",
      "weight": 10000
    }
  ]
}

ferumflexcustom json: community

2022/07/01 14:31:12 UTC

65,539,594|129e572

required auths	[]
required posting auths	["ferumflex"]
id	community
json	["subscribe",{"community":"hive-108451"}]
Transaction Info	Block #65539594/Trx 129e572d2ea7659488d43d5978d09c4a4b7a8966

View Raw JSON Data

{
  "trx_id": "129e572d2ea7659488d43d5978d09c4a4b7a8966",
  "block": 65539594,
  "trx_in_block": 3,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2022-07-01T14:31:12",
  "op": [
    "custom_json",
    {
      "required_auths": [],
      "required_posting_auths": [
        "ferumflex"
      ],
      "id": "community",
      "json": "[\"subscribe\",{\"community\":\"hive-108451\"}]"
    }
  ]
}

ferumflexcustom json: community

2022/07/01 14:30:15 UTC

65,539,575|424e287

required auths	[]
required posting auths	["ferumflex"]
id	community
json	["subscribe",{"community":"hive-185538"}]
Transaction Info	Block #65539575/Trx 424e287edbcee1bdf02fa1156a5f214cbb6a8762

View Raw JSON Data

{
  "trx_id": "424e287edbcee1bdf02fa1156a5f214cbb6a8762",
  "block": 65539575,
  "trx_in_block": 0,
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  "virtual_op": 0,
  "timestamp": "2022-07-01T14:30:15",
  "op": [
    "custom_json",
    {
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      "required_posting_auths": [
        "ferumflex"
      ],
      "id": "community",
      "json": "[\"subscribe\",{\"community\":\"hive-185538\"}]"
    }
  ]
}

ferumflexcustom json: community

2022/07/01 14:29:21 UTC

65,539,557|697b4dd

required auths	[]
required posting auths	["ferumflex"]
id	community
json	["subscribe",{"community":"hive-137760"}]
Transaction Info	Block #65539557/Trx 697b4dd5e0657dec6df5d68ea15c1fbc836f126a

View Raw JSON Data

{
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  "trx_in_block": 2,
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  "virtual_op": 0,
  "timestamp": "2022-07-01T14:29:21",
  "op": [
    "custom_json",
    {
      "required_auths": [],
      "required_posting_auths": [
        "ferumflex"
      ],
      "id": "community",
      "json": "[\"subscribe\",{\"community\":\"hive-137760\"}]"
    }
  ]
}

ferumflexcustom json: community

2022/07/01 14:29:12 UTC

65,539,554|3e702b7

required auths	[]
required posting auths	["ferumflex"]
id	community
json	["subscribe",{"community":"hive-183397"}]
Transaction Info	Block #65539554/Trx 3e702b7648e809b0426ad2e26f85c5d00e68f293

View Raw JSON Data

{
  "trx_id": "3e702b7648e809b0426ad2e26f85c5d00e68f293",
  "block": 65539554,
  "trx_in_block": 0,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2022-07-01T14:29:12",
  "op": [
    "custom_json",
    {
      "required_auths": [],
      "required_posting_auths": [
        "ferumflex"
      ],
      "id": "community",
      "json": "[\"subscribe\",{\"community\":\"hive-183397\"}]"
    }
  ]
}

ferumflexcustom json: notify

2022/07/01 12:54:45 UTC

65,537,677|ea3e83d

required auths	[]
required posting auths	["ferumflex"]
id	notify
json	["setLastRead",{"date":"2022-07-01T12:54:44"}]
Transaction Info	Block #65537677/Trx ea3e83d155097c5ad6db1c7947138e524d2a14b9

View Raw JSON Data

{
  "trx_id": "ea3e83d155097c5ad6db1c7947138e524d2a14b9",
  "block": 65537677,
  "trx_in_block": 6,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2022-07-01T12:54:45",
  "op": [
    "custom_json",
    {
      "required_auths": [],
      "required_posting_auths": [
        "ferumflex"
      ],
      "id": "notify",
      "json": "[\"setLastRead\",{\"date\":\"2022-07-01T12:54:44\"}]"
    }
  ]
}

steemdelegated 0.000 SP to @ferumflex

2020/05/08 09:20:42 UTC

43,193,137|544464c

delegator	steem
delegatee	ferumflex
vesting shares	0.000000 VESTS
Transaction Info	Block #43193137/Trx 544464c24bb95419dbd29670b85cc0289900310c

View Raw JSON Data

{
  "trx_id": "544464c24bb95419dbd29670b85cc0289900310c",
  "block": 43193137,
  "trx_in_block": 14,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2020-05-08T09:20:42",
  "op": [
    "delegate_vesting_shares",
    {
      "delegator": "steem",
      "delegatee": "ferumflex",
      "vesting_shares": "0.000000 VESTS"
    }
  ]
}

steemitboardreplied to @ferumflex / steemitboard-notify-ferumflex-20190514t060947000z

2019/05/14 06:09:48 UTC

32,892,574|47aae01

parent author	ferumflex
parent permlink	how-to-write-your-own-recognition-system-using-python-and-facenet
author	steemitboard
permlink	steemitboard-notify-ferumflex-20190514t060947000z
title
body	Congratulations @ferumflex! You received a personal award! <table><tr><td>https://steemitimages.com/70x70/http://steemitboard.com/@ferumflex/birthday2.png</td><td>Happy Birthday! - You are on the Steem blockchain for 2 years!</td></tr></table> <sub>_You can view [your badges on your Steem Board](https://steemitboard.com/@ferumflex) and compare to others on the [Steem Ranking](http://steemitboard.com/ranking/index.php?name=ferumflex)_</sub> Do not miss the last post from @steemitboard: <table><tr><td><a href="https://steemit.com/japanese/@steemitboard/new-japanese-speaking-community-steem-meetup-badge"><img src="https://steemitimages.com/64x128/https://cdn.steemitimages.com/DQmRWbAjbeETEaqSPLcpwYX1JN5pZhdPffv4q6DaBs6xvZm/image.png"></a></td><td><a href="https://steemit.com/japanese/@steemitboard/new-japanese-speaking-community-steem-meetup-badge">New japanese speaking community Steem Meetup badge</a></td></tr></table> ###### [Vote for @Steemitboard as a witness](https://v2.steemconnect.com/sign/account-witness-vote?witness=steemitboard&approve=1) to get one more award and increased upvotes!
json metadata	{"image":["https://steemitboard.com/img/notify.png"]}
Transaction Info	Block #32892574/Trx 47aae0109dda9e2724efa80cf66f31ac7181022f

View Raw JSON Data

{
  "trx_id": "47aae0109dda9e2724efa80cf66f31ac7181022f",
  "block": 32892574,
  "trx_in_block": 7,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2019-05-14T06:09:48",
  "op": [
    "comment",
    {
      "parent_author": "ferumflex",
      "parent_permlink": "how-to-write-your-own-recognition-system-using-python-and-facenet",
      "author": "steemitboard",
      "permlink": "steemitboard-notify-ferumflex-20190514t060947000z",
      "title": "",
      "body": "Congratulations @ferumflex! You received a personal award!\n\n<table><tr><td>https://steemitimages.com/70x70/http://steemitboard.com/@ferumflex/birthday2.png</td><td>Happy Birthday! - You are on the Steem blockchain for 2 years!</td></tr></table>\n\n<sub>_You can view [your badges on your Steem Board](https://steemitboard.com/@ferumflex) and compare to others on the [Steem Ranking](http://steemitboard.com/ranking/index.php?name=ferumflex)_</sub>\n\n\n**Do not miss the last post from @steemitboard:**\n<table><tr><td><a href=\"https://steemit.com/japanese/@steemitboard/new-japanese-speaking-community-steem-meetup-badge\"><img src=\"https://steemitimages.com/64x128/https://cdn.steemitimages.com/DQmRWbAjbeETEaqSPLcpwYX1JN5pZhdPffv4q6DaBs6xvZm/image.png\"></a></td><td><a href=\"https://steemit.com/japanese/@steemitboard/new-japanese-speaking-community-steem-meetup-badge\">New  japanese speaking community Steem Meetup badge</a></td></tr></table>\n\n###### [Vote for @Steemitboard as a witness](https://v2.steemconnect.com/sign/account-witness-vote?witness=steemitboard&approve=1) to get one more award and increased upvotes!",
      "json_metadata": "{\"image\":[\"https://steemitboard.com/img/notify.png\"]}"
    }
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}

steemdelegated 1.233 SP to @ferumflex

2019/02/06 13:54:12 UTC

30,111,623|a982f1f

delegator	steem
delegatee	ferumflex
vesting shares	2005.898093 VESTS
Transaction Info	Block #30111623/Trx a982f1f450df8bbe55d2a216e440a2307034916d

View Raw JSON Data

{
  "trx_id": "a982f1f450df8bbe55d2a216e440a2307034916d",
  "block": 30111623,
  "trx_in_block": 14,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2019-02-06T13:54:12",
  "op": [
    "delegate_vesting_shares",
    {
      "delegator": "steem",
      "delegatee": "ferumflex",
      "vesting_shares": "2005.898093 VESTS"
    }
  ]
}

steemdelegated 6.869 SP to @ferumflex

2018/11/26 17:30:18 UTC

28,043,947|17fdce4

delegator	steem
delegatee	ferumflex
vesting shares	11172.631550 VESTS
Transaction Info	Block #28043947/Trx 17fdce491287d10039e47eb4af8bdb670203bf3a

View Raw JSON Data

{
  "trx_id": "17fdce491287d10039e47eb4af8bdb670203bf3a",
  "block": 28043947,
  "trx_in_block": 41,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2018-11-26T17:30:18",
  "op": [
    "delegate_vesting_shares",
    {
      "delegator": "steem",
      "delegatee": "ferumflex",
      "vesting_shares": "11172.631550 VESTS"
    }
  ]
}

ferumflexupvoted (100.00%) @ferumflex / how-to-write-your-own-recognition-system-using-python-and-facenet

2018/11/07 12:45:06 UTC

27,491,369|f3227a6

voter	ferumflex
author	ferumflex
permlink	how-to-write-your-own-recognition-system-using-python-and-facenet
weight	10000 (100.00%)
Transaction Info	Block #27491369/Trx f3227a6649ac22f7bee57a9e99d237c5cb6c2bd8

View Raw JSON Data

{
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  "timestamp": "2018-11-07T12:45:06",
  "op": [
    "vote",
    {
      "voter": "ferumflex",
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ferumflexpublished a new post: how-to-write-your-own-recognition-system-using-python-and-facenet

2018/11/07 12:16:48 UTC

27,490,803|6b28b05

parent author
parent permlink	technology
author	ferumflex
permlink	how-to-write-your-own-recognition-system-using-python-and-facenet
title	How to write your own recognition system using python and facenet
body	@@ -4465,16 +4465,21 @@ %7B%7D%3Cbr%3E%0A +%3Cbr%3E%0A for file @@ -6919,17 +6919,27 @@ IC)%3Cbr%3E%0A - +%3Cbr%3E%0A %3Cbr%3E%0A %3Cbr%3E%0A &n
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ferumflexpublished a new post: how-to-write-your-own-recognition-system-using-python-and-facenet

2018/11/07 12:13:06 UTC

27,490,729|6ed4991

parent author
parent permlink	technology
author	ferumflex
permlink	how-to-write-your-own-recognition-system-using-python-and-facenet
title	How to write your own recognition system using python and facenet
body	@@ -56,13 +56,25 @@ th=%22 +3 2 -8 0%22 +height=%22180%22 /%3E%3C/ @@ -1266,31 +1266,16 @@ env%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A source e @@ -2300,39 +2300,24 @@ port os%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A import fnmat @@ -2319,39 +2319,24 @@ fnmatch%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A import re%3Cbr @@ -2346,101 +2346,41 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport numpy as np%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport cv2%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A +import numpy as np%3Cbr%3E%0Aimport cv2 %3Cbr%3E @@ -2426,31 +2426,16 @@ ace%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A from fac @@ -2462,31 +2462,16 @@ net%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A import t @@ -2499,38 +2499,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A MINS @@ -2512,31 +2512,16 @@ 20%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A THRESHOL @@ -2544,31 +2544,16 @@ .7%5D%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A FACTOR = @@ -2563,31 +2563,16 @@ 709%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A MARGIN = @@ -2579,31 +2579,16 @@ 44%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A SCALE = @@ -2660,31 +2660,16 @@ del%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A sess = t @@ -2684,31 +2684,16 @@ n()%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A with ses @@ -2708,39 +2708,24 @@ ault():%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -2782,38 +2782,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A &nb @@ -2871,39 +2871,24 @@ put:0%22)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -2965,39 +2965,24 @@ ngs:0%22)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3073,39 +3073,24 @@ ain:0%22)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3136,39 +3136,24 @@ shape()%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3216,31 +3216,16 @@ %5B1%5D%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A pnet, rn @@ -3285,38 +3285,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A def @@ -3309,39 +3309,24 @@ sized):%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3402,39 +3402,24 @@ ize, 3)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3439,39 +3439,24 @@ ict = %7B%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3517,39 +3517,24 @@ haped, %3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3596,39 +3596,24 @@ False,%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3621,39 +3621,24 @@  %7D%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3706,88 +3706,25 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A    return embedding%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A + return embedding %3Cbr%3E @@ -3747,39 +3747,24 @@ ten(x):%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3788,39 +3788,24 @@ mean(x)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3827,39 +3827,24 @@ .std(x)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3897,39 +3897,24 @@ .size))%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3977,42 +3977,9 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A     + retu @@ -4246,39 +4246,24 @@ e='.'):%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4336,42 +4336,9 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A     + retu @@ -4431,38 +4431,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # lo @@ -4445,31 +4445,16 @@ ges%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A EMBEDDIN @@ -4465,31 +4465,16 @@ %7B%7D%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A for file @@ -4511,39 +4511,24 @@ ages'):%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4561,39 +4561,24 @@ lename)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4679,39 +4679,24 @@ FACTOR)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if bounding @@ -4713,31 +4713,16 @@ ():%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A assert @@ -4786,39 +4786,24 @@ image'%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4857,39 +4857,24 @@ oxes%5B0%5D%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4933,39 +4933,24 @@ y = box%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if accuracy @@ -4960,39 +4960,24 @@ t; 0.7:%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5080,39 +5080,24 @@ x2), :%5D%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5250,39 +5250,24 @@ _CUBIC)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5354,39 +5354,24 @@ esized)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5480,39 +5480,24 @@ ename))%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5605,44 +5605,14 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A else:%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A + else: %3Cbr%3E @@ -5779,31 +5779,16 @@ deo%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A cap = cv @@ -5809,31 +5809,16 @@ (0)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A while Tr @@ -5821,39 +5821,24 @@ e True:%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Capture f @@ -5851,39 +5851,24 @@ y-frame%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5902,31 +5902,16 @@ d()%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Resiz @@ -5978,39 +5978,24 @@ cessing%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6057,31 +6057,16 @@ LE)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Conve @@ -6156,39 +6156,24 @@ n uses)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6214,38 +6214,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # d @@ -6235,39 +6235,24 @@ g boxes%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6363,39 +6363,24 @@ FACTOR)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if bounding @@ -6393,39 +6393,24 @@ .any():%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A for index, @@ -6444,39 +6444,24 @@ boxes):%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6545,39 +6545,24 @@ = face%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if accuracy @@ -6572,39 +6572,24 @@ t; 0.5:%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6716,39 +6716,24 @@ x2), :%5D%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6918,39 +6918,9 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A + %3Cbr%3E @@ -7044,39 +7044,24 @@ esized)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7197,38 +7197,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # t @@ -7235,39 +7235,24 @@ atabase%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7350,39 +7350,24 @@ = None%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7465,31 +7465,16 @@ one%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A for nam @@ -7509,39 +7509,24 @@ tems():%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7687,39 +7687,24 @@ ing, 0)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if min_dist @@ -7747,39 +7747,24 @@ stance:%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7906,39 +7906,24 @@ = name%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8086,38 +8086,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # i @@ -8142,39 +8142,24 @@ too big%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if min_dist @@ -8190,39 +8190,24 @@ t; 1.1:%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8341,39 +8341,24 @@ SIMPLEX%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8479,39 +8479,24 @@ / SCALE%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8622,39 +8622,24 @@ LE - 10%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8776,39 +8776,24 @@ _text))%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8986,38 +8986,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # s @@ -9018,39 +9018,24 @@ t image%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -9150,39 +9150,24 @@ SCALE))%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -9285,39 +9285,24 @@ SCALE))%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -9445,38 +9445,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # D @@ -9476,31 +9476,16 @@ ame%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  & @@ -9526,31 +9526,16 @@ me)%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if cv2. @@ -9573,31 +9573,16 @@ '):%3Cbr%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A break%3Cb @@ -9593,38 +9593,8 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Wh @@ -9641,51 +9641,21 @@ br%3E%0A -%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Acap.release()%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A +cap.release() %3Cbr%3E
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      "permlink": "how-to-write-your-own-recognition-system-using-python-and-facenet",
      "title": "How to write your own recognition system using python and facenet",
      "body": "@@ -56,13 +56,25 @@\n th=%22\n+3\n 2\n-8\n 0%22 \n+height=%22180%22\n /%3E%3C/\n@@ -1266,31 +1266,16 @@\n env%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n source e\n@@ -2300,39 +2300,24 @@\n port os%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n import fnmat\n@@ -2319,39 +2319,24 @@\n fnmatch%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n import re%3Cbr\n@@ -2346,101 +2346,41 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport numpy as np%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport cv2%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n+import numpy as np%3Cbr%3E%0Aimport cv2\n %3Cbr%3E\n@@ -2426,31 +2426,16 @@\n ace%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n from fac\n@@ -2462,31 +2462,16 @@\n net%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n import t\n@@ -2499,38 +2499,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n MINS\n@@ -2512,31 +2512,16 @@\n  20%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n THRESHOL\n@@ -2544,31 +2544,16 @@\n .7%5D%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n FACTOR =\n@@ -2563,31 +2563,16 @@\n 709%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n MARGIN =\n@@ -2579,31 +2579,16 @@\n  44%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n SCALE = \n@@ -2660,31 +2660,16 @@\n del%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n sess = t\n@@ -2684,31 +2684,16 @@\n n()%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n with ses\n@@ -2708,39 +2708,24 @@\n ault():%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -2782,38 +2782,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nb\n@@ -2871,39 +2871,24 @@\n put:0%22)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -2965,39 +2965,24 @@\n ngs:0%22)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3073,39 +3073,24 @@\n ain:0%22)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3136,39 +3136,24 @@\n shape()%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3216,31 +3216,16 @@\n %5B1%5D%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n pnet, rn\n@@ -3285,38 +3285,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n def \n@@ -3309,39 +3309,24 @@\n sized):%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3402,39 +3402,24 @@\n ize, 3)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3439,39 +3439,24 @@\n ict = %7B%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3517,39 +3517,24 @@\n haped, %3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3596,39 +3596,24 @@\n  False,%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3621,39 +3621,24 @@\n &nbsp;%7D%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3706,88 +3706,25 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A &nbsp;&nbsp;&nbsp;return embedding%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n+ return embedding\n %3Cbr%3E\n@@ -3747,39 +3747,24 @@\n ten(x):%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3788,39 +3788,24 @@\n mean(x)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3827,39 +3827,24 @@\n .std(x)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3897,39 +3897,24 @@\n .size))%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3977,42 +3977,9 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A &nbsp;&nbsp;&nbsp;\n+ \n retu\n@@ -4246,39 +4246,24 @@\n e='.'):%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4336,42 +4336,9 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A &nbsp;&nbsp;&nbsp;\n+ \n retu\n@@ -4431,38 +4431,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n # lo\n@@ -4445,31 +4445,16 @@\n ges%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n EMBEDDIN\n@@ -4465,31 +4465,16 @@\n  %7B%7D%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n for file\n@@ -4511,39 +4511,24 @@\n ages'):%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4561,39 +4561,24 @@\n lename)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4679,39 +4679,24 @@\n FACTOR)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if bounding\n@@ -4713,31 +4713,16 @@\n ():%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  assert \n@@ -4786,39 +4786,24 @@\n  image'%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4857,39 +4857,24 @@\n oxes%5B0%5D%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4933,39 +4933,24 @@\n y = box%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if accuracy\n@@ -4960,39 +4960,24 @@\n t; 0.7:%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5080,39 +5080,24 @@\n x2), :%5D%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5250,39 +5250,24 @@\n _CUBIC)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5354,39 +5354,24 @@\n esized)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5480,39 +5480,24 @@\n ename))%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5605,44 +5605,14 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A else:%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n+ else:\n %3Cbr%3E\n@@ -5779,31 +5779,16 @@\n deo%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n cap = cv\n@@ -5809,31 +5809,16 @@\n (0)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n while Tr\n@@ -5821,39 +5821,24 @@\n e True:%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # Capture f\n@@ -5851,39 +5851,24 @@\n y-frame%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5902,31 +5902,16 @@\n d()%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # Resiz\n@@ -5978,39 +5978,24 @@\n cessing%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6057,31 +6057,16 @@\n LE)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # Conve\n@@ -6156,39 +6156,24 @@\n n uses)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6214,38 +6214,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # d\n@@ -6235,39 +6235,24 @@\n g boxes%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6363,39 +6363,24 @@\n FACTOR)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if bounding\n@@ -6393,39 +6393,24 @@\n .any():%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  for index, \n@@ -6444,39 +6444,24 @@\n boxes):%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6545,39 +6545,24 @@\n  = face%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if accuracy\n@@ -6572,39 +6572,24 @@\n t; 0.5:%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6716,39 +6716,24 @@\n x2), :%5D%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6918,39 +6918,9 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n+ \n %3Cbr%3E\n@@ -7044,39 +7044,24 @@\n esized)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7197,38 +7197,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # t\n@@ -7235,39 +7235,24 @@\n atabase%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7350,39 +7350,24 @@\n  = None%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7465,31 +7465,16 @@\n one%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  for nam\n@@ -7509,39 +7509,24 @@\n tems():%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7687,39 +7687,24 @@\n ing, 0)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if min_dist\n@@ -7747,39 +7747,24 @@\n stance:%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7906,39 +7906,24 @@\n  = name%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8086,38 +8086,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # i\n@@ -8142,39 +8142,24 @@\n too big%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if min_dist\n@@ -8190,39 +8190,24 @@\n t; 1.1:%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8341,39 +8341,24 @@\n SIMPLEX%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8479,39 +8479,24 @@\n / SCALE%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8622,39 +8622,24 @@\n LE - 10%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8776,39 +8776,24 @@\n _text))%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8986,38 +8986,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # s\n@@ -9018,39 +9018,24 @@\n t image%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -9150,39 +9150,24 @@\n SCALE))%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -9285,39 +9285,24 @@\n SCALE))%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -9445,38 +9445,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # D\n@@ -9476,31 +9476,16 @@\n ame%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&\n@@ -9526,31 +9526,16 @@\n me)%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if cv2.\n@@ -9573,31 +9573,16 @@\n '):%3Cbr%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  break%3Cb\n@@ -9593,38 +9593,8 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n # Wh\n@@ -9641,51 +9641,21 @@\n br%3E%0A\n-%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Acap.release()%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n+cap.release()\n %3Cbr%3E\n",
      "json_metadata": "{\"tags\":[\"technology\"],\"links\":[\"https://github.com/davidsandberg/facenet\",\"https://www.tensorflow.org/\",\"https://github.com/skvark/opencv-python\",\"https://www.python.org/downloads/\",\"https://github.com/davidsandberg/facenet#pre-trained-models\",\"https://drive.google.com/open?id=1EXPBSXwTaqrSC0OhUdXNmKSh9qJUQ55-\",\"https://gist.github.com/FerumFlex/cb134649537b339c6c465732a4f1f8a8\"],\"app\":\"steemit/0.1\",\"format\":\"html\",\"image\":[\"https://ommmm.com/media/my.jpg\"]}"
    }
  ]
}

raise-me-upupvoted (0.01%) @ferumflex / how-to-write-your-own-recognition-system-using-python-and-facenet

2018/11/07 12:09:18 UTC

27,490,653|01685fd

voter	raise-me-up
author	ferumflex
permlink	how-to-write-your-own-recognition-system-using-python-and-facenet
weight	1 (0.01%)
Transaction Info	Block #27490653/Trx 01685fde0ab540fc6fa1c4ffe19b7dc774c856a4

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  "timestamp": "2018-11-07T12:09:18",
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ferumflexpublished a new post: how-to-write-your-own-recognition-system-using-python-and-facenet

2018/11/07 12:08:42 UTC

27,490,641|1701939

parent author
parent permlink	technology
author	ferumflex
permlink	how-to-write-your-own-recognition-system-using-python-and-facenet
title	How to write your own recognition system using python and facenet
body	@@ -3,16 +3,80 @@ tml%3E%0A%3Cp%3E - +%3Cimg src=%22https://ommmm.com/media/my.jpg%22 width=%22280%22 /%3E%3C/p%3E%0A%3Cp%3E First ti @@ -1254,16 +1254,31 @@ env%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A source e @@ -2303,24 +2303,39 @@ port os%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A import fnmat @@ -2337,24 +2337,39 @@ fnmatch%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A import re%3Cbr @@ -2379,41 +2379,101 @@ br%3E%0A -import numpy as np%3Cbr%3E%0Aimport cv2 +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport numpy as np%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport cv2%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E @@ -2515,24 +2515,39 @@ ct_face%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A from facenet @@ -2566,24 +2566,39 @@ facenet%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A import tenso @@ -2618,16 +2618,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A MINSIZE @@ -2665,16 +2665,31 @@ 20%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A THRESHOL @@ -2712,16 +2712,31 @@ .7%5D%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A FACTOR = @@ -2746,16 +2746,31 @@ 709%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A MARGIN = @@ -2777,16 +2777,31 @@ 44%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A SCALE = @@ -2873,16 +2873,31 @@ del%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A sess = t @@ -2912,16 +2912,31 @@ n()%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A with ses @@ -2947,32 +2947,47 @@ _default():%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -3028,32 +3028,62 @@ 4759')%3Cbr%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -3155,32 +3155,47 @@ (%22input:0%22)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -3264,32 +3264,47 @@ eddings:0%22)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -3391,24 +3391,39 @@ ain:0%22)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3469,24 +3469,39 @@ shape()%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3564,16 +3564,31 @@ %5B1%5D%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A pnet, rn @@ -3640,24 +3640,54 @@ e)%3Cbr%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A def get_embe @@ -3702,24 +3702,39 @@ sized):%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3810,24 +3810,39 @@ ize, 3)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3862,24 +3862,39 @@ ict = %7B%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -3955,24 +3955,39 @@ haped, %3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4049,24 +4049,39 @@ False,%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4089,24 +4089,39 @@  %7D%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4181,24 +4181,39 @@ d_dict)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4241,24 +4241,54 @@ ng%3Cbr%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A def prewhite @@ -4293,24 +4293,39 @@ ten(x):%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4345,32 +4345,47 @@ np.mean(x)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -4403,24 +4403,39 @@ .std(x)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4484,32 +4484,47 @@ rt(x.size))%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -4575,24 +4575,39 @@ td_adj)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -4881,32 +4881,47 @@ where='.'):%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -4982,24 +4982,39 @@ RECASE)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5114,16 +5114,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # load i @@ -5162,16 +5162,31 @@ ges%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A EMBEDDIN @@ -5197,16 +5197,31 @@ %7B%7D%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A for file @@ -5258,24 +5258,39 @@ ages'):%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5323,24 +5323,39 @@ lename)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5452,32 +5452,47 @@ LD, FACTOR)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if bounding_box @@ -5505,16 +5505,31 @@ ():%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A assert @@ -5593,24 +5593,39 @@ image'%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5679,24 +5679,39 @@ oxes%5B0%5D%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5770,24 +5770,39 @@ y = box%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if accuracy @@ -5812,24 +5812,39 @@ t; 0.7:%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -5943,32 +5943,47 @@ int(x2), :%5D%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -6132,24 +6132,39 @@ _CUBIC)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6247,32 +6247,47 @@ en(resized)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -6392,24 +6392,39 @@ ename))%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -6532,14 +6532,44 @@ br%3E%0A - else: +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A else:%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E @@ -6736,16 +6736,31 @@ deo%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A cap = cv @@ -6781,16 +6781,31 @@ (0)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A while Tr @@ -6808,24 +6808,39 @@ e True:%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Capture f @@ -6849,32 +6849,47 @@ me-by-frame%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -6919,16 +6919,31 @@ d()%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Resiz @@ -7010,24 +7010,39 @@ cessing%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7100,24 +7100,39 @@ =SCALE)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Convert t @@ -7218,24 +7218,39 @@ n uses)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7287,16 +7287,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # detec @@ -7342,24 +7342,39 @@ g boxes%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7485,24 +7485,39 @@ FACTOR)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if bounding @@ -7530,24 +7530,39 @@ .any():%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A for index, @@ -7596,24 +7596,39 @@ boxes):%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7712,24 +7712,39 @@ = face%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if accuracy @@ -7754,24 +7754,39 @@ t; 0.5:%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -7913,24 +7913,39 @@ x2), :%5D%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8126,17 +8126,47 @@ IC)%3Cbr%3E%0A - +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E%0A &n @@ -8286,24 +8286,39 @@ esized)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8450,16 +8450,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # try t @@ -8522,24 +8522,39 @@ atabase%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8652,24 +8652,39 @@ = None%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -8778,24 +8778,39 @@ = None%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A for name, e @@ -8841,24 +8841,39 @@ tems():%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -9034,24 +9034,39 @@ ing, 0)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if min_dist @@ -9109,24 +9109,39 @@ stance:%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -9279,32 +9279,47 @@ name = name%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -9474,16 +9474,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # if we @@ -9564,24 +9564,39 @@ too big%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if min_dist @@ -9627,24 +9627,39 @@ t; 1.1:%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -9793,24 +9793,39 @@ SIMPLEX%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -9946,24 +9946,39 @@ / SCALE%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -10104,24 +10104,39 @@ LE - 10%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -10273,24 +10273,39 @@ _text))%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -10494,16 +10494,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # show @@ -10560,24 +10560,39 @@ t image%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -10703,32 +10703,47 @@ t(y/SCALE))%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A   &nb @@ -10857,24 +10857,39 @@ SCALE))%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -11028,16 +11028,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # Displ @@ -11089,24 +11089,39 @@ g frame%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A  &nbsp @@ -11154,24 +11154,39 @@ frame)%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A if cv2.wait @@ -11220,16 +11220,31 @@ '):%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A break%3Cb @@ -11251,16 +11251,46 @@ r%3E%0A%3Cbr%3E%0A +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A # When e @@ -11333,21 +11333,51 @@ br%3E%0A -cap.release() +%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Acap.release()%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E
json metadata	{"tags":["technology"],"links":["https://github.com/davidsandberg/facenet","https://www.tensorflow.org/","https://github.com/skvark/opencv-python","https://www.python.org/downloads/","https://github.com/davidsandberg/facenet#pre-trained-models","https://drive.google.com/open?id=1EXPBSXwTaqrSC0OhUdXNmKSh9qJUQ55-","https://gist.github.com/FerumFlex/cb134649537b339c6c465732a4f1f8a8"],"app":"steemit/0.1","format":"html","image":["https://ommmm.com/media/my.jpg"]}
Transaction Info	Block #27490641/Trx 170193925064efc7bfca948ed41c5e9c76d9e223

View Raw JSON Data

{
  "trx_id": "170193925064efc7bfca948ed41c5e9c76d9e223",
  "block": 27490641,
  "trx_in_block": 25,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2018-11-07T12:08:42",
  "op": [
    "comment",
    {
      "parent_author": "",
      "parent_permlink": "technology",
      "author": "ferumflex",
      "permlink": "how-to-write-your-own-recognition-system-using-python-and-facenet",
      "title": "How to write your own recognition system using python and facenet",
      "body": "@@ -3,16 +3,80 @@\n tml%3E%0A%3Cp%3E\n-\n \n+%3Cimg src=%22https://ommmm.com/media/my.jpg%22 width=%22280%22 /%3E%3C/p%3E%0A%3Cp%3E\n First ti\n@@ -1254,16 +1254,31 @@\n env%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n source e\n@@ -2303,24 +2303,39 @@\n port os%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n import fnmat\n@@ -2337,24 +2337,39 @@\n fnmatch%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n import re%3Cbr\n@@ -2379,41 +2379,101 @@\n br%3E%0A\n-import numpy as np%3Cbr%3E%0Aimport cv2\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport numpy as np%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Aimport cv2%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n %3Cbr%3E\n@@ -2515,24 +2515,39 @@\n ct_face%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n from facenet\n@@ -2566,24 +2566,39 @@\n facenet%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n import tenso\n@@ -2618,16 +2618,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n MINSIZE \n@@ -2665,16 +2665,31 @@\n  20%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n THRESHOL\n@@ -2712,16 +2712,31 @@\n .7%5D%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n FACTOR =\n@@ -2746,16 +2746,31 @@\n 709%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n MARGIN =\n@@ -2777,16 +2777,31 @@\n  44%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n SCALE = \n@@ -2873,16 +2873,31 @@\n del%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n sess = t\n@@ -2912,16 +2912,31 @@\n n()%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n with ses\n@@ -2947,32 +2947,47 @@\n _default():%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -3028,32 +3028,62 @@\n 4759')%3Cbr%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -3155,32 +3155,47 @@\n (%22input:0%22)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -3264,32 +3264,47 @@\n eddings:0%22)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -3391,24 +3391,39 @@\n ain:0%22)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3469,24 +3469,39 @@\n shape()%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3564,16 +3564,31 @@\n %5B1%5D%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n pnet, rn\n@@ -3640,24 +3640,54 @@\n e)%3Cbr%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n def get_embe\n@@ -3702,24 +3702,39 @@\n sized):%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3810,24 +3810,39 @@\n ize, 3)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3862,24 +3862,39 @@\n ict = %7B%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -3955,24 +3955,39 @@\n haped, %3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4049,24 +4049,39 @@\n  False,%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4089,24 +4089,39 @@\n &nbsp;%7D%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4181,24 +4181,39 @@\n d_dict)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4241,24 +4241,54 @@\n ng%3Cbr%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n def prewhite\n@@ -4293,24 +4293,39 @@\n ten(x):%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4345,32 +4345,47 @@\n  np.mean(x)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -4403,24 +4403,39 @@\n .std(x)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4484,32 +4484,47 @@\n rt(x.size))%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -4575,24 +4575,39 @@\n td_adj)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -4881,32 +4881,47 @@\n where='.'):%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -4982,24 +4982,39 @@\n RECASE)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5114,16 +5114,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n # load i\n@@ -5162,16 +5162,31 @@\n ges%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n EMBEDDIN\n@@ -5197,16 +5197,31 @@\n  %7B%7D%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n for file\n@@ -5258,24 +5258,39 @@\n ages'):%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5323,24 +5323,39 @@\n lename)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5452,32 +5452,47 @@\n LD, FACTOR)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if bounding_box\n@@ -5505,16 +5505,31 @@\n ():%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  assert \n@@ -5593,24 +5593,39 @@\n  image'%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5679,24 +5679,39 @@\n oxes%5B0%5D%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5770,24 +5770,39 @@\n y = box%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if accuracy\n@@ -5812,24 +5812,39 @@\n t; 0.7:%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -5943,32 +5943,47 @@\n int(x2), :%5D%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -6132,24 +6132,39 @@\n _CUBIC)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6247,32 +6247,47 @@\n en(resized)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -6392,24 +6392,39 @@\n ename))%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -6532,14 +6532,44 @@\n br%3E%0A\n- else:\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A else:%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n %3Cbr%3E\n@@ -6736,16 +6736,31 @@\n deo%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n cap = cv\n@@ -6781,16 +6781,31 @@\n (0)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n while Tr\n@@ -6808,24 +6808,39 @@\n e True:%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # Capture f\n@@ -6849,32 +6849,47 @@\n me-by-frame%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -6919,16 +6919,31 @@\n d()%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # Resiz\n@@ -7010,24 +7010,39 @@\n cessing%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7100,24 +7100,39 @@\n =SCALE)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # Convert t\n@@ -7218,24 +7218,39 @@\n n uses)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7287,16 +7287,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # detec\n@@ -7342,24 +7342,39 @@\n g boxes%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7485,24 +7485,39 @@\n FACTOR)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if bounding\n@@ -7530,24 +7530,39 @@\n .any():%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  for index, \n@@ -7596,24 +7596,39 @@\n boxes):%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7712,24 +7712,39 @@\n  = face%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if accuracy\n@@ -7754,24 +7754,39 @@\n t; 0.5:%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -7913,24 +7913,39 @@\n x2), :%5D%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8126,17 +8126,47 @@\n IC)%3Cbr%3E%0A\n- \n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A %3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n %3Cbr%3E%0A &n\n@@ -8286,24 +8286,39 @@\n esized)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8450,16 +8450,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # try t\n@@ -8522,24 +8522,39 @@\n atabase%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8652,24 +8652,39 @@\n  = None%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -8778,24 +8778,39 @@\n  = None%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  for name, e\n@@ -8841,24 +8841,39 @@\n tems():%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -9034,24 +9034,39 @@\n ing, 0)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if min_dist\n@@ -9109,24 +9109,39 @@\n stance:%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -9279,32 +9279,47 @@\n name = name%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -9474,16 +9474,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # if we\n@@ -9564,24 +9564,39 @@\n too big%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if min_dist\n@@ -9627,24 +9627,39 @@\n t; 1.1:%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -9793,24 +9793,39 @@\n SIMPLEX%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -9946,24 +9946,39 @@\n / SCALE%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -10104,24 +10104,39 @@\n LE - 10%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -10273,24 +10273,39 @@\n _text))%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -10494,16 +10494,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # show \n@@ -10560,24 +10560,39 @@\n t image%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -10703,32 +10703,47 @@\n t(y/SCALE))%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp;&nb\n@@ -10857,24 +10857,39 @@\n SCALE))%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -11028,16 +11028,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  # Displ\n@@ -11089,24 +11089,39 @@\n g frame%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  &nbsp;&nbsp\n@@ -11154,24 +11154,39 @@\n  frame)%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  if cv2.wait\n@@ -11220,16 +11220,31 @@\n '):%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n  break%3Cb\n@@ -11251,16 +11251,46 @@\n r%3E%0A%3Cbr%3E%0A\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n # When e\n@@ -11333,21 +11333,51 @@\n br%3E%0A\n-cap.release()\n+%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0Acap.release()%3Cbr%3E%0A%3Cbr%3E%0A%3Cbr%3E%0A\n %3Cbr%3E\n",
      "json_metadata": "{\"tags\":[\"technology\"],\"links\":[\"https://github.com/davidsandberg/facenet\",\"https://www.tensorflow.org/\",\"https://github.com/skvark/opencv-python\",\"https://www.python.org/downloads/\",\"https://github.com/davidsandberg/facenet#pre-trained-models\",\"https://drive.google.com/open?id=1EXPBSXwTaqrSC0OhUdXNmKSh9qJUQ55-\",\"https://gist.github.com/FerumFlex/cb134649537b339c6c465732a4f1f8a8\"],\"app\":\"steemit/0.1\",\"format\":\"html\",\"image\":[\"https://ommmm.com/media/my.jpg\"]}"
    }
  ]
}

ferumflexpublished a new post: how-to-write-your-own-recognition-system-using-python-and-facenet

2018/11/07 12:02:51 UTC

27,490,525|23f1a30

parent author
parent permlink	technology
author	ferumflex
permlink	how-to-write-your-own-recognition-system-using-python-and-facenet
title	How to write your own recognition system using python and facenet
body	<html> <p>First time when I saw how Face ID for Apple worked, I thought it might be hard to implement it. In general, yes if you write all things from scratch, it can be a different problem. Nowadays we have plenty of instruments which we can use to build such system much faster. Just use good libraries.</p> <p>One of such library is <a href="https://github.com/davidsandberg/facenet">facenet</a>. Also there are others but we will not discuss them in this text. If you are interested just google or pm me.</p> <p>To build this program we will use python3.6, <a href="https://www.tensorflow.org/">tensorflow</a>, <a href="https://github.com/skvark/opencv-python">opencv</a>, facenet and a little bit of magic. So first of all you need python3.6 to be installed on your computer (it should work with python3.7, but I did not test it). If you do not have python3.6 installed please follow instructions on <a href="https://www.python.org/downloads/">official python site</a>.</p> <p>1. Here are we go. First of all you need to create virtual environment for python and activate it(assuming I've created folder for your new project and you are already in it):</p> <pre><code>python3 -m venv env<br> source env/bin/activate</code></pre> <p>2. After that install all requirements with this command:</p> <pre><code>pip3 install facenet opencv-python</code></pre> <p>That's all we need. </p> <p>3. Next step we need to download one of the pre-trained model from <a href="https://github.com/davidsandberg/facenet#pre-trained-models">facenet</a>(section Pre-trained models). I can not say what exactly model is better, both works fine so you can use what ever you want.</p> <p>Let's assume you selected model <a href="https://drive.google.com/open?id=1EXPBSXwTaqrSC0OhUdXNmKSh9qJUQ55-">20180402-114759</a>. Just download zip file and unzip it to your project folder. </p> <p>4. Take a photo of your face and place it in the folder images. Extension should be .jpg.</p> <p>5. In this step we are going to start writing script. I will explain in general what those blocks of code do and after latest block we will combine it all together. </p> <p>Import things that we need, and init some constants:</p> <pre><code>import os<br> import fnmatch<br> import re<br> <br> import numpy as np<br> import cv2<br> from facenet.src.align import detect_face<br> from facenet.src import facenet<br> import tensorflow as tf<br> <br> MINSIZE = 20<br> THRESHOLD = [0.6, 0.7, 0.7]<br> FACTOR = 0.709<br> MARGIN = 44<br> SCALE = 0.25</code></pre> <p>Init facenet model:</p> <pre><code># init model<br> sess = tf.Session()<br> with sess.as_default():<br>    facenet.load_model('20180402-114759')<br> <br>    images_placeholder = tf.get_default_graph().get_tensor_by_name("input:0")<br>    embeddings = tf.get_default_graph().get_tensor_by_name("embeddings:0")<br>    phase_train_placeholder = tf.get_default_graph().get_tensor_by_name("phase_train:0")<br>    embedding_size = embeddings.get_shape()<br>    input_image_size = images_placeholder.get_shape()[1]<br> pnet, rnet, onet = detect_face.create_mtcnn(sess, None)<br> <br> def get_embedding(resized):<br>    reshaped = resized.reshape(-1, input_image_size, input_image_size, 3)<br>    feed_dict = {<br>        images_placeholder: reshaped, <br>        phase_train_placeholder: False,<br>    }<br>    embedding = sess.run(embeddings, feed_dict=feed_dict)<br>    return embedding<br> <br> def prewhiten(x):<br>    mean = np.mean(x)<br>    std = np.std(x)<br>    std_adj = np.maximum(std, 1.0/np.sqrt(x.size))<br>    y = np.multiply(np.subtract(x, mean), 1/std_adj)<br>    return y</code></pre> <p>20180402-114759 - name of the folder where we extracted pre-trained model. </p> <p>Load images from folder, find face in it(should be only one face on image) and create embedding for each face:</p> <pre><code>def findfiles(which, where='.'):<br>    rule = re.compile(fnmatch.translate(which), re.IGNORECASE)<br>    return [os.path.join(where, name) for name in os.listdir(where) if rule.match(name)]<br> <br> # load images<br> EMBEDDINGS = {}<br> for filename in findfiles('.jpg', 'images'):<br>    img = cv2.imread(filename)<br>    bounding_boxes, _ = detect_face.detect_face(img, MINSIZE, pnet, rnet, onet, THRESHOLD, FACTOR)<br> if bounding_boxes.any():<br> assert bounding_boxes.shape[0] == 1, 'Find too many faces on the image'<br>        box = bounding_boxes[0]<br>        x, y, x2, y2, accuracy = box<br> if accuracy > 0.7:<br>            cropped = img[int(y):int(y2), int(x):int(x2), :]<br>            resized = cv2.resize(cropped, (input_image_size, input_image_size), interpolation=cv2.INTER_CUBIC)<br>            prewhitened = prewhiten(resized)<br>            name, _ = os.path.splitext(os.path.basename(filename))<br>            EMBEDDINGS[name] = get_embedding(prewhitened)<br> else:<br> raise Exception('Can not find face on the image')</code></pre> <p>Init opencv, detect faces using facenet and search in our database:</p> <pre><code># init video<br> cap = cv2.VideoCapture(0)<br> while True:<br> # Capture frame-by-frame<br>    ret, frame = cap.read()<br> # Resize frame of video to 1/4 size for faster face recognition processing<br>    img = cv2.resize(frame, (0, 0), fx=SCALE, fy=SCALE)<br> # Convert the image from BGR color (which OpenCV uses) to RGB color (which face_recognition uses)<br>    img = img[:, :, ::-1]<br> <br> # detect bounding boxes<br>    bounding_boxes, list_points = detect_face.detect_face(img, MINSIZE, pnet, rnet, onet, THRESHOLD, FACTOR)<br> if bounding_boxes.any():<br> for index, face in enumerate(bounding_boxes):<br>            x, y, x2, y2, accuracy = face<br> if accuracy > 0.5:<br>                cropped = img[int(y):int(y2), int(x):int(x2), :]<br>                resized = cv2.resize(cropped, (input_image_size, input_image_size), interpolation=cv2.INTER_CUBIC)<br> <br>                prewhitened = prewhiten(resized)<br>                guest_embedding = get_embedding(prewhitened)<br> <br> # try to find guest face in our database<br>                min_distance = None<br>                min_name = None<br> for name, embedding in EMBEDDINGS.items():<br>                    distance = facenet.distance(guest_embedding, embedding, 0)<br> if min_distance is None or min_distance > distance:<br>                        min_name = name<br>                        min_distance = distance<br> <br> # if we found face in database and distance is not too big<br> if min_distance and min_distance < 1.1:<br>                    font = cv2.FONT_HERSHEY_SIMPLEX<br>                    x_text = x / SCALE<br>                    y_text = y / SCALE - 10<br>                    point = (int(x_text), int(y_text))<br>                    cv2.putText(frame, min_name, point, font, 1, (255, 255, 255), 2, cv2.LINE_AA)<br> <br> # show rectangle for face at image<br>                point = (int(x/SCALE), int(y/SCALE))<br>                point2 = (int(x2/SCALE), int(y2/SCALE))<br>                cv2.rectangle(frame, point, point2, (0, 255, 0), 2)<br> <br> # Display the resulting frame<br>    cv2.imshow('frame', frame)<br> if cv2.waitKey(1) & 0xFF == ord('q'):<br> break<br> <br> # When everything done, release the capture<br> cap.release()<br> cv2.destroyAllWindows()</code></pre> <p>Combining all together. You can check script <a href="https://gist.github.com/FerumFlex/cb134649537b339c6c465732a4f1f8a8">on gist</a>.</p> <p><br></p> </html>
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Transaction Info	Block #27490525/Trx 23f1a309e003bb9aa9300a5f95bc92da403c48eb

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      "author": "ferumflex",
      "permlink": "how-to-write-your-own-recognition-system-using-python-and-facenet",
      "title": "How to write your own recognition system using python and facenet",
      "body": "<html>\n<p>First time when I saw how Face ID for Apple worked, I thought it might be hard to implement it. In general, yes if you write all things from scratch, it can be a different problem. Nowadays we have plenty of instruments which we can use to build such system much faster. Just use good libraries.</p>\n<p>One of such library is <a href=\"https://github.com/davidsandberg/facenet\">facenet</a>. Also there are others but we will not discuss them in this text. If you are interested just google or pm me.</p>\n<p>To build this program we will use python3.6, <a href=\"https://www.tensorflow.org/\">tensorflow</a>, <a href=\"https://github.com/skvark/opencv-python\">opencv</a>, facenet and a little bit of magic. So first of all you need python3.6 to be installed on your computer (it should work with python3.7, but I did not test it). If you do not have python3.6 installed please follow instructions on <a href=\"https://www.python.org/downloads/\">official python site</a>.</p>\n<p>1. Here are we go. First of all you need to create virtual environment for python and activate it(assuming I've created folder for your new project and you are already in it):</p>\n<pre><code>python3 -m venv env<br>\nsource env/bin/activate</code></pre>\n<p>2. After that install all requirements with this command:</p>\n<pre><code>pip3 install facenet opencv-python</code></pre>\n<p>That's all we need.&nbsp;</p>\n<p>3. Next step we need to download one of the pre-trained model from <a href=\"https://github.com/davidsandberg/facenet#pre-trained-models\">facenet</a>(section Pre-trained models). I can not say what exactly model is better, both works fine so you can use what ever you want.</p>\n<p>Let's assume you selected model <a href=\"https://drive.google.com/open?id=1EXPBSXwTaqrSC0OhUdXNmKSh9qJUQ55-\">20180402-114759</a>. Just download zip file and unzip it to your project folder.&nbsp;</p>\n<p>4. Take a photo of your face and place it in the folder images. Extension should be *.jpg.</p>\n<p>5. In this step we are going to start writing script. I will explain in general what those blocks of code do and after latest block we will combine it all together.&nbsp;</p>\n<p>Import things that we need, and init some constants:</p>\n<pre><code>import os<br>\nimport fnmatch<br>\nimport re<br>\n<br>\nimport numpy as np<br>\nimport cv2<br>\nfrom facenet.src.align import detect_face<br>\nfrom facenet.src import facenet<br>\nimport tensorflow as tf<br>\n<br>\nMINSIZE = 20<br>\nTHRESHOLD = [0.6, 0.7, 0.7]<br>\nFACTOR = 0.709<br>\nMARGIN = 44<br>\nSCALE = 0.25</code></pre>\n<p>Init facenet model:</p>\n<pre><code># init model<br>\nsess = tf.Session()<br>\nwith sess.as_default():<br>\n &nbsp;&nbsp;&nbsp;facenet.load_model('20180402-114759')<br>\n<br>\n &nbsp;&nbsp;&nbsp;images_placeholder = tf.get_default_graph().get_tensor_by_name(\"input:0\")<br>\n &nbsp;&nbsp;&nbsp;embeddings = tf.get_default_graph().get_tensor_by_name(\"embeddings:0\")<br>\n &nbsp;&nbsp;&nbsp;phase_train_placeholder = tf.get_default_graph().get_tensor_by_name(\"phase_train:0\")<br>\n &nbsp;&nbsp;&nbsp;embedding_size = embeddings.get_shape()<br>\n &nbsp;&nbsp;&nbsp;input_image_size = images_placeholder.get_shape()[1]<br>\npnet, rnet, onet = detect_face.create_mtcnn(sess, None)<br>\n<br>\ndef get_embedding(resized):<br>\n &nbsp;&nbsp;&nbsp;reshaped = resized.reshape(-1, input_image_size, input_image_size, 3)<br>\n &nbsp;&nbsp;&nbsp;feed_dict = {<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;images_placeholder: reshaped, <br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;phase_train_placeholder: False,<br>\n &nbsp;&nbsp;&nbsp;}<br>\n &nbsp;&nbsp;&nbsp;embedding = sess.run(embeddings, feed_dict=feed_dict)<br>\n &nbsp;&nbsp;&nbsp;return embedding<br>\n<br>\ndef prewhiten(x):<br>\n &nbsp;&nbsp;&nbsp;mean = np.mean(x)<br>\n &nbsp;&nbsp;&nbsp;std = np.std(x)<br>\n &nbsp;&nbsp;&nbsp;std_adj = np.maximum(std, 1.0/np.sqrt(x.size))<br>\n &nbsp;&nbsp;&nbsp;y = np.multiply(np.subtract(x, mean), 1/std_adj)<br>\n &nbsp;&nbsp;&nbsp;return y</code></pre>\n<p>20180402-114759 - name of the folder where we extracted pre-trained model.&nbsp;</p>\n<p>Load images from folder, find face in it(should be only one face on image) and create embedding for each face:</p>\n<pre><code>def findfiles(which, where='.'):<br>\n &nbsp;&nbsp;&nbsp;rule = re.compile(fnmatch.translate(which), re.IGNORECASE)<br>\n &nbsp;&nbsp;&nbsp;return [os.path.join(where, name) for name in os.listdir(where) if rule.match(name)]<br>\n<br>\n# load images<br>\nEMBEDDINGS = {}<br>\nfor filename in findfiles('*.jpg', 'images'):<br>\n &nbsp;&nbsp;&nbsp;img = cv2.imread(filename)<br>\n &nbsp;&nbsp;&nbsp;bounding_boxes, _ = detect_face.detect_face(img, MINSIZE, pnet, rnet, onet, THRESHOLD, FACTOR)<br>\n if bounding_boxes.any():<br>\n assert bounding_boxes.shape[0] == 1, 'Find too many faces on the image'<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;box = bounding_boxes[0]<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;x, y, x2, y2, accuracy = box<br>\n if accuracy &gt; 0.7:<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;cropped = img[int(y):int(y2), int(x):int(x2), :]<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resized = cv2.resize(cropped, (input_image_size, input_image_size), interpolation=cv2.INTER_CUBIC)<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;prewhitened = prewhiten(resized)<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;name, _ = os.path.splitext(os.path.basename(filename))<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;EMBEDDINGS[name] = get_embedding(prewhitened)<br>\n else:<br>\n raise Exception('Can not find face on the image')</code></pre>\n<p>Init opencv, detect faces using facenet and search in our database:</p>\n<pre><code># init video<br>\ncap = cv2.VideoCapture(0)<br>\nwhile True:<br>\n # Capture frame-by-frame<br>\n &nbsp;&nbsp;&nbsp;ret, frame = cap.read()<br>\n # Resize frame of video to 1/4 size for faster face recognition processing<br>\n &nbsp;&nbsp;&nbsp;img = cv2.resize(frame, (0, 0), fx=SCALE, fy=SCALE)<br>\n # Convert the image from BGR color (which OpenCV uses) to RGB color (which face_recognition uses)<br>\n &nbsp;&nbsp;&nbsp;img = img[:, :, ::-1]<br>\n<br>\n # detect bounding boxes<br>\n &nbsp;&nbsp;&nbsp;bounding_boxes, list_points = detect_face.detect_face(img, MINSIZE, pnet, rnet, onet, THRESHOLD, FACTOR)<br>\n if bounding_boxes.any():<br>\n for index, face in enumerate(bounding_boxes):<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;x, y, x2, y2, accuracy = face<br>\n if accuracy &gt; 0.5:<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;cropped = img[int(y):int(y2), int(x):int(x2), :]<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;resized = cv2.resize(cropped, (input_image_size, input_image_size), interpolation=cv2.INTER_CUBIC)<br>\n <br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;prewhitened = prewhiten(resized)<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;guest_embedding = get_embedding(prewhitened)<br>\n<br>\n # try to find guest face in our database<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;min_distance = None<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;min_name = None<br>\n for name, embedding in EMBEDDINGS.items():<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;distance = facenet.distance(guest_embedding, embedding, 0)<br>\n if min_distance is None or min_distance &gt; distance:<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;min_name = name<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;min_distance = distance<br>\n<br>\n # if we found face in database and distance is not too big<br>\n if min_distance and min_distance &lt; 1.1:<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;font = cv2.FONT_HERSHEY_SIMPLEX<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;x_text = x / SCALE<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;y_text = y / SCALE - 10<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;point = (int(x_text), int(y_text))<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;cv2.putText(frame, min_name, point, font, 1, (255, 255, 255), 2, cv2.LINE_AA)<br>\n<br>\n # show rectangle for face at image<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;point = (int(x/SCALE), int(y/SCALE))<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;point2 = (int(x2/SCALE), int(y2/SCALE))<br>\n &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;cv2.rectangle(frame, point, point2, (0, 255, 0), 2)<br>\n<br>\n # Display the resulting frame<br>\n &nbsp;&nbsp;&nbsp;cv2.imshow('frame', frame)<br>\n if cv2.waitKey(1) &amp; 0xFF == ord('q'):<br>\n break<br>\n<br>\n# When everything done, release the capture<br>\ncap.release()<br>\ncv2.destroyAllWindows()</code></pre>\n<p>Combining all together. You can check script <a href=\"https://gist.github.com/FerumFlex/cb134649537b339c6c465732a4f1f8a8\">on gist</a>.</p>\n<p><br></p>\n</html>",
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steemdelegated 1.251 SP to @ferumflex

2018/05/16 20:17:12 UTC

22,489,845|9c62476

delegator	steem
delegatee	ferumflex
vesting shares	2034.839782 VESTS
Transaction Info	Block #22489845/Trx 9c624768b6f900c7305367d53c22f378917890e7

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steemdelegated 7.186 SP to @ferumflex

2018/01/09 06:38:15 UTC

18,819,565|e334274

delegator	steem
delegatee	ferumflex
vesting shares	11688.058714 VESTS
Transaction Info	Block #18819565/Trx e3342741fcfbd165c794e424c1db03d45460f709

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kaitlynmoore01replied to @ferumflex / re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170927t165553069z

2017/09/27 16:55:54 UTC

15,838,822|bea8225

parent author	ferumflex
parent permlink	how-to-run-ico-on-ethereum-s-smart-contracts
author	kaitlynmoore01
permlink	re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170927t165553069z
title
body	Very good article. Really appreciate you bring this to our attention. I've been asking myself. How many people really do a proper background check before seriously investing in an ICO? Do you know this interesting site? https://www.coincheckup.com The best crypto analysis site by far. Complete in depth investment analysis.
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      "body": "Very good article. Really appreciate you bring this to our attention. I've been asking myself. How many people really do a proper background check before seriously investing in an ICO? Do you know this interesting site? https://www.coincheckup.com The best crypto analysis site by far. Complete in depth investment analysis.",
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steemdelegated 7.340 SP to @ferumflex

2017/08/04 05:21:27 UTC

14,271,504|690133f

delegator	steem
delegatee	ferumflex
vesting shares	11938.869422 VESTS
Transaction Info	Block #14271504/Trx 690133ff3ebd87bd55c0d5ffd3c4b01bd90c0d44

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  "trx_in_block": 4,
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  "op": [
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      "vesting_shares": "11938.869422 VESTS"
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}

ferumflexclaimed reward balance: 0.215 SBD, 0.225 SP

2017/07/26 08:02:15 UTC

14,015,673|9d7549b

account	ferumflex
reward steem	0.000 STEEM
reward sbd	0.215 SBD
reward vests	365.789738 VESTS
Transaction Info	Block #14015673/Trx 9d7549b1c6adac8f29c5635503c33bf00e6f3e49

View Raw JSON Data

{
  "trx_id": "9d7549b1c6adac8f29c5635503c33bf00e6f3e49",
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  "op": [
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      "account": "ferumflex",
      "reward_steem": "0.000 STEEM",
      "reward_sbd": "0.215 SBD",
      "reward_vests": "365.789738 VESTS"
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}

ferumflexreceived 0.017 SBD, 0.014 SP author reward for @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/26 07:52:30 UTC

14,015,477|virtual

author	ferumflex
permlink	how-to-run-ico-on-ethereum-s-smart-contracts
sbd payout	0.017 SBD
steem payout	0.000 STEEM
vesting payout	22.726570 VESTS
Transaction Info	Block #14015477/Virtual Operation #3

View Raw JSON Data

{
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      "author": "ferumflex",
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      "sbd_payout": "0.017 SBD",
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}

kassie-vegasreplied to @ferumflex / re-ferumflex-hi-steemers-20170721t161233071z

2017/07/21 16:12:51 UTC

13,881,617|643571a

parent author	ferumflex
parent permlink	hi-steemers
author	kassie-vegas
permlink	re-ferumflex-hi-steemers-20170721t161233071z
title
body	Hello and welcome to Steem! :-) Followed. Follow me back 😘
json metadata	{"tags":["introduceyourself"],"app":"steemit/0.1"}
Transaction Info	Block #13881617/Trx 643571a7e466e439ea8ba41d091f89d4a7f84c3a

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      "permlink": "re-ferumflex-hi-steemers-20170721t161233071z",
      "title": "",
      "body": "Hello and welcome to Steem! :-) Followed. **Follow me back** &#128536;",
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cryptolover82upvoted (100.00%) @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/21 16:03:15 UTC

13,881,425|72abfe7

voter	cryptolover82
author	ferumflex
permlink	how-to-run-ico-on-ethereum-s-smart-contracts
weight	10000 (100.00%)
Transaction Info	Block #13881425/Trx 72abfe71847815ec7764dd4245d25045d40f1889

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{
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cryptolover82replied to @ferumflex / re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170721t160311633z

2017/07/21 16:03:09 UTC

13,881,423|49b9cb8

parent author	ferumflex
parent permlink	how-to-run-ico-on-ethereum-s-smart-contracts
author	cryptolover82
permlink	re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170721t160311633z
title
body	Please read this before you buy any Token from ICO site.. you can buy token at much less price at exchange https://steemit.com/trueflip/@cryptolover82/ico-and-hitbtc-exchange
json metadata	{"tags":["cryptocurrency"],"links":["https://steemit.com/trueflip/@cryptolover82/ico-and-hitbtc-exchange"],"app":"steemit/0.1"}
Transaction Info	Block #13881423/Trx 49b9cb81dbf05d09f99706a2ffcbb15c5f77e85e

View Raw JSON Data

{
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      "permlink": "re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170721t160311633z",
      "title": "",
      "body": "Please read this before you buy any Token from ICO site.. you can buy token at much less price at exchange\n\nhttps://steemit.com/trueflip/@cryptolover82/ico-and-hitbtc-exchange",
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ferumflexreceived 0.013 SBD, 0.014 SP author reward for @ferumflex / bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies

2017/07/21 05:27:09 UTC

13,868,714|virtual

author	ferumflex
permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
sbd payout	0.013 SBD
steem payout	0.000 STEEM
vesting payout	22.732693 VESTS
Transaction Info	Block #13868714/Virtual Operation #3

View Raw JSON Data

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}

ferumflexreceived 0.185 SBD, 0.197 SP author reward for @ferumflex / hi-steemers

2017/07/20 20:45:57 UTC

13,858,303|virtual

author	ferumflex
permlink	hi-steemers
sbd payout	0.185 SBD
steem payout	0.000 STEEM
vesting payout	320.330475 VESTS
Transaction Info	Block #13858303/Virtual Operation #8

View Raw JSON Data

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      "vesting_payout": "320.330475 VESTS"
    }
  ]
}

ferumflexfollowed @sowellsvt

2017/07/20 10:20:45 UTC

13,845,825|5ce208d

required auths	[]
required posting auths	["ferumflex"]
id	follow
json	["follow",{"follower":"ferumflex","following":"sowellsvt","what":["blog"]}]
Transaction Info	Block #13845825/Trx 5ce208d2e646c4b3370cb59f3f5dc7cfda90caf1

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{
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}

ferumflexupvoted (100.00%) @ferumflex / hi-steemers

2017/07/19 10:39:30 UTC

13,817,411|ec9db1e

voter	ferumflex
author	ferumflex
permlink	hi-steemers
weight	10000 (100.00%)
Transaction Info	Block #13817411/Trx ec9db1e7345b91bb3481d4c541a722cbf50d9477

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ferumflexupvoted (100.00%) @ferumflex / bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies

2017/07/19 10:39:18 UTC

13,817,407|1d88f7b

voter	ferumflex
author	ferumflex
permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
weight	10000 (100.00%)
Transaction Info	Block #13817407/Trx 1d88f7b22e693654c36374172752e6873b8462cc

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ferumflexupvoted (100.00%) @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/19 10:39:09 UTC

13,817,404|07e42f6

voter	ferumflex
author	ferumflex
permlink	how-to-run-ico-on-ethereum-s-smart-contracts
weight	10000 (100.00%)
Transaction Info	Block #13817404/Trx 07e42f67fa66008a7a172e189a8fab42232f299b

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jaggupvoted (100.00%) @ferumflex / re-nikop2-re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170719t083344629z

2017/07/19 08:39:39 UTC

13,815,014|43ef74a

voter	jagg
author	ferumflex
permlink	re-nikop2-re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170719t083344629z
weight	10000 (100.00%)
Transaction Info	Block #13815014/Trx 43ef74afb08547c59fa61d93054066159fba8b64

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jaggupvoted (100.00%) @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/19 08:36:39 UTC

13,814,954|afddc2a

voter	jagg
author	ferumflex
permlink	how-to-run-ico-on-ethereum-s-smart-contracts
weight	10000 (100.00%)
Transaction Info	Block #13814954/Trx afddc2a236df5ad9d052d0077e5ace266e30f7ad

View Raw JSON Data

{
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ferumflexcancelled power down

2017/07/19 08:35:45 UTC

13,814,936|612f233

account	ferumflex
vesting shares	0.000000 VESTS
Transaction Info	Block #13814936/Trx 612f233b1a4216bd2983fa6a2cdb5e8fde3e83ae

View Raw JSON Data

{
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  "op": [
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      "vesting_shares": "0.000000 VESTS"
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}

ferumflexreplied to @nikop2 / re-nikop2-re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170719t083344629z

2017/07/19 08:33:45 UTC

13,814,896|56b641e

parent author	nikop2
parent permlink	re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170719t082222477z
author	ferumflex
permlink	re-nikop2-re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170719t083344629z
title
body	Thank you)
json metadata	{"tags":["cryptocurrency"],"app":"steemit/0.1"}
Transaction Info	Block #13814896/Trx 56b641e4875ec643cb0bfd7b22fb693275063fe7

View Raw JSON Data

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ferumflexfollowed @nikop2

2017/07/19 08:33:39 UTC

13,814,894|e31b698

required auths	[]
required posting auths	["ferumflex"]
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Transaction Info	Block #13814894/Trx e31b698b2270a5d9a942dc5086ef64c87234991e

View Raw JSON Data

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ferumflexupvoted (100.00%) @royalmacro / have-you-heard-about-byteball-on-the-9th-july-i-received-about-usd280k-revealed-plus-hidden-values-worth-gbyte-absolutely-free

2017/07/19 08:27:30 UTC

13,814,771|7f85737

voter	ferumflex
author	royalmacro
permlink	have-you-heard-about-byteball-on-the-9th-july-i-received-about-usd280k-revealed-plus-hidden-values-worth-gbyte-absolutely-free
weight	10000 (100.00%)
Transaction Info	Block #13814771/Trx 7f85737d083774e9cd9f3449ae8252609631b3af

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ferumflexupvoted (100.00%) @thecrytotrader / finally-earning-curation-rewards-2017719t134349205z

2017/07/19 08:22:57 UTC

13,814,680|7e76930

voter	ferumflex
author	thecrytotrader
permlink	finally-earning-curation-rewards-2017719t134349205z
weight	10000 (100.00%)
Transaction Info	Block #13814680/Trx 7e76930015f033ef19f01f49f2526d81a4f37559

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nikop2replied to @ferumflex / re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170719t082222477z

2017/07/19 08:22:24 UTC

13,814,669|69ef527

parent author	ferumflex
parent permlink	how-to-run-ico-on-ethereum-s-smart-contracts
author	nikop2
permlink	re-ferumflex-how-to-run-ico-on-ethereum-s-smart-contracts-20170719t082222477z
title
body	Good explanation! I'm following you :)
json metadata	{"tags":["cryptocurrency"],"app":"steemit/0.1"}
Transaction Info	Block #13814669/Trx 69ef527a283ec2022db05eb33f318cc870497578

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      "body": "Good explanation! \nI'm following you :)",
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nikop2upvoted (100.00%) @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/19 08:22:21 UTC

13,814,668|3e990f1

voter	nikop2
author	ferumflex
permlink	how-to-run-ico-on-ethereum-s-smart-contracts
weight	10000 (100.00%)
Transaction Info	Block #13814668/Trx 3e990f1e137d06cc1a8b97325b50f74babb79790

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proctologicupvoted (1.00%) @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/19 08:18:30 UTC

13,814,591|15f1b23

voter	proctologic
author	ferumflex
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david.levinupvoted (100.00%) @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/19 07:57:33 UTC

13,814,172|6c0cbd8

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lakovupvoted (100.00%) @ferumflex / how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/19 07:55:33 UTC

13,814,132|777ca10

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ferumflexpublished a new post: how-to-run-ico-on-ethereum-s-smart-contracts

2017/07/19 07:52:30 UTC

13,814,071|2a87627

parent author
parent permlink	cryptocurrency
author	ferumflex
permlink	how-to-run-ico-on-ethereum-s-smart-contracts
title	How to run ICO on Ethereum's smart contracts?
body	![logo.png](https://steemitimages.com/DQmfNF4bHvH4a4x6zNsAhyLDqhCuHqvXRneut2HmKpyzMCP/d.png) Hello! Today we have a lot if ICO's and ICO aren't run only lazy people. For organization you need a lot of time\money for writing white paper, advertisement on forum, creating landing page, creating community and the most important you should have a good idea and possibility to implement it. I am not going to tell you about all steps but only about creating smart contracts that accepts money(ethereum) and sends tokens according to the exchange rate. # Preparing We are going to use Ethereum wallet for uploading contracts and for test we will upload contracts to TEST NET. For this you need to run Ethereum wallet and switch to TEST NET. Wait some time until blocks are loaded, that can take few hours. For uploading our contract we need some test ethereum (testnet ropsten). You can get it on site http://faucet.ropsten.be:3001/ or write on comments I will send you a bit. # Creating and uploading contract We will create contract, that mint tokens when someone sends money to contract address. Contract will send back tokens according to the rate exchange. Also, ICO will work till defined block number and after that it will stop minting tokens. On the top select Contract, then Deploy new contract, copy and paste contract code https://gist.github.com/FerumFlex/1e35b45e13bf3fcadc45e2ae46245451. After this select contract name Crowdsale(name of contract) in the drop down fill other variables like on screenshot: https://steemitimages.com/DQmRme765jt9s4wMXBfYMQZbKZAW3FYSCMAYHNpAJhimpx4/s4rl25rkTeKvbm9BM-4-cA.png Few words about params Start block - Number of block when ICO starts. You can set block in the past and ICO starts immediately. I selected block number 1290000. End block - Number of block when ICO ends. I selected 1400000, this is approximately 76 days. Rate - this exchange rate. How many tokens will be minted for 1 ETH. Wallet - Address of YOUR wallet, contract will send ether to this wallet. Then click Deploy and set gas limit around 2000000 or greater and click Send. # Testing So your transaction was committed, and You need address of ICO contract and address of token(two different addressed). To get ICO contract address click on the transaction and click on link To: Crowdsale. See screenshot: https://steemitimages.com/DQma5ZLLCwhcS8xT4hVgJDJZRqukPaMCbHs8SwkjJnMbLHZ/SXKaqPjnTUqzg3t8wlLGbQ.png At the top you can see name of the contract (Crowdsale) and below it you can find address of the ICO contract (for my screenshot this is 0x9BeC1ABc21e7C60FfAacA5bAD561234C0f90c90A). At the end of the page you can find address of token(for my case this is 0x4E686a74dF3a00e68c451980585b5FC361aC118f). To add token to the list, click on Contracts and find button Watch Token at the bottom. You need to copy your token address at the input and click Ok. And now when someone sends ether to the ICO contract we will get ether in our wallet. Awesome :) # This is awesome, but I do not want to repeat these steps... You can use contracts that I uploaded, Send ether(ONLY in testnet ropsten) to address 0x9BeC1ABc21e7C60FfAacA5bAD561234C0f90c90A and you will get your tokens. Test ether you can get on site http://faucet.ropsten.be:3001/ or write me your address. Do not forget to add token to watching list. # Conclusion This is simple example of the ICO contract, but you can find more examples at https://github.com/OpenZeppelin/zeppelin-solidity/tree/master/contracts Happy ICO!!!
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"body": "![logo.png](https://steemitimages.com/DQmfNF4bHvH4a4x6zNsAhyLDqhCuHqvXRneut2HmKpyzMCP/d.png)\n\nHello! Today we have a lot if ICO's and ICO aren't run only lazy people. For organization you need a lot of time\\money for writing white paper, advertisement on forum, creating landing page, creating community and the most important you should have a good idea and possibility to implement it. I am not going to tell you about all steps but only about creating smart contracts that accepts money(ethereum) and sends tokens according to the exchange rate.\n\n# Preparing\nWe are going to use Ethereum wallet for uploading contracts and for test we will upload contracts to TEST NET. For this you need to run Ethereum wallet and switch to TEST NET. Wait some time until blocks are loaded, that can take few hours. For uploading our contract we need some test ethereum (testnet ropsten). You can get it on site http://faucet.ropsten.be:3001/ or write on comments I will send you a bit.\n\n# Creating and uploading contract\nWe will create contract, that mint tokens when someone sends money to contract address. Contract will send back tokens according to the rate exchange. Also, ICO will work till defined block number and after that it will stop minting tokens. On the top select Contract, then Deploy new contract, copy and paste contract code https://gist.github.com/FerumFlex/1e35b45e13bf3fcadc45e2ae46245451. After this select contract name Crowdsale(name of contract) in the drop down fill other variables like on screenshot:\n\nhttps://steemitimages.com/DQmRme765jt9s4wMXBfYMQZbKZAW3FYSCMAYHNpAJhimpx4/s4rl25rkTeKvbm9BM-4-cA.png\n\nFew words about params\n\nStart block - Number of block when ICO starts. You can set block in the past and ICO starts immediately. I selected block number 1290000. \n\nEnd block - Number of block when ICO ends. I selected 1400000, this is approximately 76 days.\n\nRate - this exchange rate. How many tokens will be minted for 1 ETH.\n\nWallet - Address of YOUR wallet, contract will send ether to this wallet.\n\nThen click Deploy and set gas limit around 2000000 or greater and click Send.\n\n# Testing\nSo your transaction was committed, and You need address of ICO contract and address of token(two different addressed). To get ICO contract address click on the transaction and click on link To: Crowdsale. See screenshot:\n\nhttps://steemitimages.com/DQma5ZLLCwhcS8xT4hVgJDJZRqukPaMCbHs8SwkjJnMbLHZ/SXKaqPjnTUqzg3t8wlLGbQ.png\n\nAt the top you can see name of the contract (Crowdsale) and below it you can find address of the ICO contract (for my screenshot this is 0x9BeC1ABc21e7C60FfAacA5bAD561234C0f90c90A). At the end of the page you can find address of token(for my case this is 0x4E686a74dF3a00e68c451980585b5FC361aC118f). To add token to the list, click on Contracts and find button Watch Token at the bottom. You need to copy your token address at the input and click Ok. And now when someone sends ether to the ICO contract we will get ether in our wallet. Awesome :)\n\n# This is awesome, but I do not want to repeat these steps...\nYou can use contracts that I uploaded, Send ether(ONLY in testnet ropsten) to address 0x9BeC1ABc21e7C60FfAacA5bAD561234C0f90c90A and you will get your tokens. Test ether you can get on site http://faucet.ropsten.be:3001/ or write me your address. Do not forget to add token to watching list.\n\n# Conclusion\n\nThis is simple example of the ICO contract, but you can find more examples at https://github.com/OpenZeppelin/zeppelin-solidity/tree/master/contracts\n\nHappy ICO!!!",
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jaggupvoted (100.00%) @ferumflex / re-wekkel-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055438874z

2017/07/14 14:10:03 UTC

13,677,731|c1571fc

voter	jagg
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weight	10000 (100.00%)
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jaggupvoted (100.00%) @ferumflex / re-funkit-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053557591z

2017/07/14 14:10:00 UTC

13,677,730|148bcab

voter	jagg
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jaggupvoted (100.00%) @ferumflex / bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies

2017/07/14 14:08:27 UTC

13,677,699|c9d30ef

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larksongbirdreplied to @ferumflex / re-ferumflex-re-larksongbird-re-ferumflex-hi-steemers-20170714t114545569z

2017/07/14 11:45:48 UTC

13,674,856|18ee00d

parent author	ferumflex
parent permlink	re-larksongbird-re-ferumflex-hi-steemers-20170714t103604038z
author	larksongbird
permlink	re-ferumflex-re-larksongbird-re-ferumflex-hi-steemers-20170714t114545569z
title
body	Nice town! Amazing buildings
json metadata	{"tags":["introduceyourself"],"app":"steemit/0.1"}
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ferumflexreplied to @larksongbird / re-larksongbird-re-ferumflex-hi-steemers-20170714t103604038z

2017/07/14 10:36:03 UTC

13,673,467|7180a1a

parent author	larksongbird
parent permlink	re-ferumflex-hi-steemers-20170714t091629955z
author	ferumflex
permlink	re-larksongbird-re-ferumflex-hi-steemers-20170714t103604038z
title
body	In Lviv
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larksongbirdreplied to @ferumflex / re-ferumflex-hi-steemers-20170714t091629955z

2017/07/14 09:16:33 UTC

13,671,882|7fcf10f

parent author	ferumflex
parent permlink	hi-steemers
author	larksongbird
permlink	re-ferumflex-hi-steemers-20170714t091629955z
title
body	Welcome to Steemit Anton! Where in Ukraine do you live?
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steemitboardupvoted (1.00%) @ferumflex / bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies

2017/07/14 06:19:27 UTC

13,668,350|e921d34

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steemitboardreplied to @ferumflex / steemitboard-notify-ferumflex-20170714t061926000z

2017/07/14 06:19:24 UTC

13,668,349|fd7064a

parent author	ferumflex
parent permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
author	steemitboard
permlink	steemitboard-notify-ferumflex-20170714t061926000z
title
body	Congratulations @ferumflex! You have completed some achievement on Steemit and have been rewarded with new badge(s) : [![](https://steemitimages.com/70x80/http://steemitboard.com/notifications/voted.png)](http://steemitboard.com/@ferumflex) Award for the number of upvotes received [![](https://steemitimages.com/70x80/http://steemitboard.com/notifications/firstcomment.png)](http://steemitboard.com/@ferumflex) You made your First Comment Click on any badge to view your own Board of Honor on SteemitBoard. For more information about SteemitBoard, click [here](https://steemit.com/@steemitboard) If you no longer want to receive notifications, reply to this comment with the word `STOP` > By upvoting this notification, you can help all Steemit users. Learn how [here](https://steemit.com/steemitboard/@steemitboard/http-i-cubeupload-com-7ciqeo-png)!
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      "permlink": "steemitboard-notify-ferumflex-20170714t061926000z",
      "title": "",
      "body": "Congratulations @ferumflex! You have completed some achievement on Steemit and have been rewarded with new badge(s) :\n\n[![](https://steemitimages.com/70x80/http://steemitboard.com/notifications/voted.png)](http://steemitboard.com/@ferumflex) Award for the number of upvotes received\n[![](https://steemitimages.com/70x80/http://steemitboard.com/notifications/firstcomment.png)](http://steemitboard.com/@ferumflex) You made your First Comment\n\nClick on any badge to view your own Board of Honor on SteemitBoard.\nFor more information about SteemitBoard, click [here](https://steemit.com/@steemitboard)\n\nIf you no longer want to receive notifications, reply to this comment with the word `STOP`\n\n> By upvoting this notification, you can help all Steemit users. Learn how [here](https://steemit.com/steemitboard/@steemitboard/http-i-cubeupload-com-7ciqeo-png)!",
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ferumflexreplied to @wekkel / re-wekkel-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055438874z

2017/07/14 05:54:39 UTC

13,667,855|85fe76b

parent author	wekkel
parent permlink	re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055123082z
author	ferumflex
permlink	re-wekkel-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055438874z
title
body	Thank you, Right now I am actively develop it, if you have some ideas please let me know.
json metadata	{"tags":["cryptocurrency"],"app":"steemit/0.1"}
Transaction Info	Block #13667855/Trx 85fe76b46b93b9086217504e6d9883ce51d867a2

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      "permlink": "re-wekkel-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055438874z",
      "title": "",
      "body": "Thank you, Right now I am actively develop it, if you have some ideas please let me know.",
      "json_metadata": "{\"tags\":[\"cryptocurrency\"],\"app\":\"steemit/0.1\"}"
    }
  ]
}

wekkelreplied to @ferumflex / re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055123082z

2017/07/14 05:51:24 UTC

13,667,790|654108e

parent author	ferumflex
parent permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
author	wekkel
permlink	re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055123082z
title
body	Telegram is on a roll lately with brilliant guys developing these nice bots. Keep up the good work. Perhaps this can morph into a Telegram multiwallet over time.
json metadata	{"tags":["cryptocurrency"],"app":"steemit/0.1"}
Transaction Info	Block #13667790/Trx 654108e5add3e0c9c31634c5ac2ba8ff449e33ef

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      "permlink": "re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t055123082z",
      "title": "",
      "body": "Telegram is on a roll lately with brilliant guys developing these nice bots. Keep up the good work. Perhaps this can morph into a Telegram multiwallet over time.",
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wekkelupvoted (100.00%) @ferumflex / bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies

2017/07/14 05:49:12 UTC

13,667,746|44cd0c9

voter	wekkel
author	ferumflex
permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
weight	10000 (100.00%)
Transaction Info	Block #13667746/Trx 44cd0c971fd6696bc9f507bd91fec2cba7bfffee

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ferumflexreplied to @funkit / re-funkit-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053557591z

2017/07/14 05:35:57 UTC

13,667,483|4a679fc

parent author	funkit
parent permlink	re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053129891z
author	ferumflex
permlink	re-funkit-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053557591z
title
body	Do not worry) My wallets also in this list)
json metadata	{"tags":["cryptocurrency"],"app":"steemit/0.1"}
Transaction Info	Block #13667483/Trx 4a679fcb6909975070124cf1d32c00be681ca65c

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      "permlink": "re-funkit-re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053557591z",
      "title": "",
      "body": "Do not worry) My wallets also in this list)",
      "json_metadata": "{\"tags\":[\"cryptocurrency\"],\"app\":\"steemit/0.1\"}"
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}

funkitreplied to @ferumflex / re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053129891z

2017/07/14 05:31:30 UTC

13,667,395|0e31ab7

parent author	ferumflex
parent permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
author	funkit
permlink	re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053129891z
title
body	Agh! Don't let the tax man know!
json metadata	{"tags":["cryptocurrency"],"app":"steemit/0.1"}
Transaction Info	Block #13667395/Trx 0e31ab7c13763488be51ad8e23ca894403b263e6

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      "permlink": "re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t053129891z",
      "title": "",
      "body": "Agh! Don't let the tax man know!",
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joeyarnoldvnreplied to @ferumflex / re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t052747778z

2017/07/14 05:27:48 UTC

13,667,321|2eb4d85

parent author	ferumflex
parent permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
author	joeyarnoldvn
permlink	re-ferumflex-bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies-20170714t052747778z
title
body	wow
json metadata	{"tags":["cryptocurrency"],"app":"steemit/0.1"}
Transaction Info	Block #13667321/Trx 2eb4d85bb57b33a441a3d8e37d81d411ba05a864

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      "title": "",
      "body": "wow",
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ferumflexpublished a new post: bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies

2017/07/14 05:27:09 UTC

13,667,308|5b71610

parent author
parent permlink	cryptocurrency
author	ferumflex
permlink	bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies
title	Bitcoin savings - telegram bot that show your savings in cryptocurrencies
body	Hello fellas! https://steemitimages.com/DQmZyMG9ci3yaovoVQpYcZj9upzKfgdcWmjizuV26i5HSgF/wallet.png Recently I wrote bot, that shows your capitalizations in USD for your crypto wallets. Bot also counts tokens for Waves and Etheretum wallets, builds graphs, show history of changing your capitalization. You need to enter just your wallet address. I wrote it for myself, because it is hard to track my crypto portfolio. Also I personally find very useful when bot sends me notification about changes in my balance. This is awesome feature. Link to the bot - https://telegram.me/bitcoin_savings_bot or @bitcoin_savings_bot Supported currencies: BTC, ETH, ETC, Waves, XRP, NEM, XLM, LTC, Stratis, BTS, ANS, LSK. Supported tokens (wallets eth, waves): GNT, REP, Pluton, Gnosis, MKR, BAT, SNGLS, DGD, ICONOMI, Aragon, FirstBlood, RLC, Wings, Melon, trust, SWT, GUP, Xaurum, Edgeless, Bcap, TokenCard, Taas, TIME, vSlice, Lunyr, Bancor, Storj, WCT, bankcoin, INCNT, RBX, MER, TKS, wavesgo, MGO, BTC, MRT Languages: English \ Русcкий \ Українська Main functions: - Shows your savings in USD across all wallets - Shows beautiful graphs - Sends your notifications when your balance changes - Supports mange currencies and tokens Donations: BTC 1J2ZSc97yzrGihULVMPCtEZs7zUDD6j7v ETH 0x86735BCB1990CE2E2C264F850732255a7D9dEC21 Your testimonials\advices\critics you can send there or in the bot. Happy investing in crypto world!!!
json metadata	{"tags":["cryptocurrency","bitcoin","ethereum","blockchain"],"users":["bitcoin"],"image":["https://steemitimages.com/DQmZyMG9ci3yaovoVQpYcZj9upzKfgdcWmjizuV26i5HSgF/wallet.png"],"links":["https://telegram.me/bitcoin_savings_bot"],"app":"steemit/0.1","format":"markdown"}
Transaction Info	Block #13667308/Trx 5b716109d9fbbbb9c09151bb4954d5d440909c41

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      "parent_permlink": "cryptocurrency",
      "author": "ferumflex",
      "permlink": "bitcoin-savings-telegram-bot-that-show-your-savings-in-cryptocurrencies",
      "title": "Bitcoin savings - telegram bot that show your savings in cryptocurrencies",
      "body": "Hello fellas!\n\nhttps://steemitimages.com/DQmZyMG9ci3yaovoVQpYcZj9upzKfgdcWmjizuV26i5HSgF/wallet.png\n\nRecently I wrote bot, that shows your capitalizations in USD for your crypto wallets. Bot also counts tokens for Waves and Etheretum wallets, builds graphs, show history of changing your capitalization. You need to enter just your wallet address.\n\nI wrote it for myself, because it is hard to track my crypto portfolio. Also I personally find very useful when bot sends me notification about changes in my balance. This is awesome feature.\n\nLink to the bot - https://telegram.me/bitcoin_savings_bot\nor @bitcoin_savings_bot\n\nSupported currencies: BTC, ETH, ETC, Waves, XRP, NEM, XLM, LTC, Stratis, BTS, ANS, LSK.\n\nSupported tokens (wallets eth, waves): GNT, REP, Pluton, Gnosis, MKR, BAT, SNGLS, DGD, ICONOMI, Aragon, FirstBlood, RLC, Wings, Melon, trust, SWT, GUP, Xaurum, Edgeless, Bcap, TokenCard, Taas, TIME, vSlice, Lunyr, Bancor, Storj, WCT, bankcoin, INCNT, RBX, MER, TKS, wavesgo, MGO, BTC, MRT\n\nLanguages: English \\ Русcкий \\ Українська\n\nMain functions:\n\n- Shows your savings in USD across all wallets\n- Shows beautiful graphs\n- Sends your notifications when your balance changes\n- Supports mange currencies and tokens\n\nDonations:\nBTC 1J2ZSc97yzrGihULVMPCtEZs7zUDD6j7v\nETH 0x86735BCB1990CE2E2C264F850732255a7D9dEC21\n\nYour testimonials\\advices\\critics you can send there or in the bot.\n\nHappy investing in crypto world!!!",
      "json_metadata": "{\"tags\":[\"cryptocurrency\",\"bitcoin\",\"ethereum\",\"blockchain\"],\"users\":[\"bitcoin\"],\"image\":[\"https://steemitimages.com/DQmZyMG9ci3yaovoVQpYcZj9upzKfgdcWmjizuV26i5HSgF/wallet.png\"],\"links\":[\"https://telegram.me/bitcoin_savings_bot\"],\"app\":\"steemit/0.1\",\"format\":\"markdown\"}"
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  ]
}

leesujae17replied to @ferumflex / re-ferumflex-hi-steemers-20170714t040508055z

2017/07/14 04:05:09 UTC

13,665,673|74184e3

parent author	ferumflex
parent permlink	hi-steemers
author	leesujae17
permlink	re-ferumflex-hi-steemers-20170714t040508055z
title
body	hello~ ferumflex, Follow & Upvote is a You and I great strength~
json metadata	{"tags":["introduceyourself"],"app":"steemit/0.1"}
Transaction Info	Block #13665673/Trx 74184e3c60481799fef4de0b65cf452e0f1bea21

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      "author": "leesujae17",
      "permlink": "re-ferumflex-hi-steemers-20170714t040508055z",
      "title": "",
      "body": "hello~  ferumflex, Follow & Upvote is a You and I great strength~",
      "json_metadata": "{\"tags\":[\"introduceyourself\"],\"app\":\"steemit/0.1\"}"
    }
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}

digitalplayerreplied to @ferumflex / 20170713t222157559z

2017/07/13 22:22:45 UTC

13,658,837|c63210a

parent author	ferumflex
parent permlink	hi-steemers
author	digitalplayer
permlink	20170713t222157559z
title
body	Welcome and Thank You for being with us!! Following your Blog now
json metadata	{"tags":["welcome"],"app":"digitalplayer"}
Transaction Info	Block #13658837/Trx c63210ab6882b725524a6c6b1e0e0ee4c714b2bb

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      "parent_permlink": "hi-steemers",
      "author": "digitalplayer",
      "permlink": "20170713t222157559z",
      "title": "",
      "body": "Welcome and Thank You for being with us!! Following your Blog now",
      "json_metadata": "{\"tags\":[\"welcome\"],\"app\":\"digitalplayer\"}"
    }
  ]
}

kccryptoreplied to @ferumflex / re-ferumflex-hi-steemers-20170713t222207896z

2017/07/13 22:22:06 UTC

13,658,824|a3034a1

parent author	ferumflex
parent permlink	hi-steemers
author	kccrypto
permlink	re-ferumflex-hi-steemers-20170713t222207896z
title
body	Welcome to steemit, Anton! I think you are in the perfect community for your work to be shared. Obviously, most people here love cryptocurrency and anything related to it. So sharing your knowledge of smart contracts among other things will probably be a hit! Best of luck to you!
json metadata	{"tags":["introduceyourself"],"app":"steemit/0.1"}
Transaction Info	Block #13658824/Trx a3034a1d588270f6b6e7271304366c721df3084e

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      "author": "kccrypto",
      "permlink": "re-ferumflex-hi-steemers-20170713t222207896z",
      "title": "",
      "body": "Welcome to steemit, Anton! \n\nI think you are in the perfect community for your work to be shared. Obviously, most people here love cryptocurrency and anything related to it. So sharing your knowledge of smart contracts among other things will probably be a hit!\n\nBest of luck to you!",
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kccryptoupvoted (10.00%) @ferumflex / hi-steemers

2017/07/13 22:21:09 UTC

13,658,805|28a3fe9

voter	kccrypto
author	ferumflex
permlink	hi-steemers
weight	1000 (10.00%)
Transaction Info	Block #13658805/Trx 28a3fe98707a2d44e259b3ea86be8bcbb1f72b46

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}

inukupvoted (1.00%) @ferumflex / hi-steemers

2017/07/13 21:50:54 UTC

13,658,200|1099008

voter	inuk
author	ferumflex
permlink	hi-steemers
weight	100 (1.00%)
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      "author": "ferumflex",
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}

jordanlindseysent 0.001 SBD to @ferumflex- "Welcome :) have fun & enjoy some Steemit humor, https://steemit.com/steemit/@jordanlindsey/steemit-reward-pool-being-distributed-on-blockchain-video-fun"

2017/07/13 21:42:36 UTC

13,658,034|e13a2cd

from	jordanlindsey
to	ferumflex
amount	0.001 SBD
memo	Welcome :) have fun & enjoy some Steemit humor, https://steemit.com/steemit/@jordanlindsey/steemit-reward-pool-being-distributed-on-blockchain-video-fun
Transaction Info	Block #13658034/Trx e13a2cdf1790a7042fbf6bec446f6946941badf0

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  "op": [
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      "memo": "Welcome :) have fun & enjoy some Steemit humor, https://steemit.com/steemit/@jordanlindsey/steemit-reward-pool-being-distributed-on-blockchain-video-fun"
    }
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}

daveksreplied to @ferumflex / re-ferumflex-hi-steemers-20170713t214203295z

2017/07/13 21:42:03 UTC

13,658,023|6c94234

parent author	ferumflex
parent permlink	hi-steemers
author	daveks
permlink	re-ferumflex-hi-steemers-20170713t214203295z
title
body	Welcome to Steemit!
json metadata	{"tags":["introduceyourself"],"app":"steemit/0.1"}
Transaction Info	Block #13658023/Trx 6c94234650f9ab3b177abeb9e67bd25ad461d0e6

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      "author": "daveks",
      "permlink": "re-ferumflex-hi-steemers-20170713t214203295z",
      "title": "",
      "body": "Welcome to Steemit!",
      "json_metadata": "{\"tags\":[\"introduceyourself\"],\"app\":\"steemit/0.1\"}"
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}

daveksupvoted (1.00%) @ferumflex / hi-steemers

2017/07/13 21:41:42 UTC

13,658,016|e8f400e

voter	daveks
author	ferumflex
permlink	hi-steemers
weight	100 (1.00%)
Transaction Info	Block #13658016/Trx e8f400eb2fe28df7b2ddcdc7db5b6c6b6db5e598

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  "op": [
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      "voter": "daveks",
      "author": "ferumflex",
      "permlink": "hi-steemers",
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}

tinashereplied to @ferumflex / re-ferumflex-hi-steemers-20170713t213843762z

2017/07/13 21:39:06 UTC

13,657,964|0b736c5

parent author	ferumflex
parent permlink	hi-steemers
author	tinashe
permlink	re-ferumflex-hi-steemers-20170713t213843762z
title
body	###### *© copyright - all rights reserved by @tinashe* <center> Welcome to this incredible platform, hope everything will work out for you. Being here it’s not easy but not difficult neither only an extra effort will go a long way, engagement is the key good luck I’m @tinashe Start by Following ,Upvoting &Resteeming people and they will do the same. </center> <center>QUICK TIPS FOR NEWBIES 👉 [CLICK HERE]( https://steemit.com/newbie/@tinashe/3tnac7-repost-quick-tips-make-your-posts-better-than-they-already-are)</center> <center>Thank you</center> <center><a href="https://steemit.com/@tinashe"><img src="https://s6.postimg.org/ntve9iqo1/tinashe.gif"/></a></center> <center>CLICK👆 HERE</center>
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Transaction Info	Block #13657964/Trx 0b736c5d662ba851788245423eff5a774bcbb436

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      "title": "",
      "body": "###### ***© copyright - all rights reserved by @tinashe***\n<center>&nbsp;Welcome to this incredible platform, hope everything will work out for you. Being here it’s not easy but not difficult neither only an extra effort will go a long way, engagement is the key good luck I’m @tinashe Start by Following ,Upvoting &amp;Resteeming people and they will do the same.&nbsp;</center>\n\n<center>QUICK TIPS FOR NEWBIES\n&#128073;  [CLICK HERE]( https://steemit.com/newbie/@tinashe/3tnac7-repost-quick-tips-make-your-posts-better-than-they-already-are)</center>\n\n<center>*Thank you*</center>\n<center><a href=\"https://steemit.com/@tinashe\"><img src=\"https://s6.postimg.org/ntve9iqo1/tinashe.gif\"/></a></center>\n<center>CLICK&#128070; HERE</center>",
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protzelreplied to @ferumflex / re-ferumflex-hi-steemers-20170713t212519717z

2017/07/13 21:25:24 UTC

13,657,690|5dcd570

parent author	ferumflex
parent permlink	hi-steemers
author	protzel
permlink	re-ferumflex-hi-steemers-20170713t212519717z
title
body	Welcome... you look like theon greyjoy xD
json metadata	{"tags":["introduceyourself"],"app":"steemit/0.1"}
Transaction Info	Block #13657690/Trx 5dcd5704c50e401235b86a7789ce7946788ee43c

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edjeupvoted (100.00%) @ferumflex / hi-steemers

2017/07/13 21:21:33 UTC

13,657,613|235219f

voter	edje
author	ferumflex
permlink	hi-steemers
weight	10000 (100.00%)
Transaction Info	Block #13657613/Trx 235219f6b470ff430964ee21bae29eab66f9e2f3

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joeleupvoted (2.00%) @ferumflex / hi-steemers

2017/07/13 21:12:24 UTC

13,657,430|cee44f0

voter	joele
author	ferumflex
permlink	hi-steemers
weight	200 (2.00%)
Transaction Info	Block #13657430/Trx cee44f01b3a64edb73ecf9cc8d8ccb7cc48f3823

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      "author": "ferumflex",
      "permlink": "hi-steemers",
      "weight": 200
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}

thomasmmakerreplied to @ferumflex / re-ferumflex-hi-steemers-20170713t210438945z

2017/07/13 21:04:39 UTC

13,657,275|5ec6d8d

parent author	ferumflex
parent permlink	hi-steemers
author	thomasmmaker
permlink	re-ferumflex-hi-steemers-20170713t210438945z
title
body	Welcome to Steemit friend! Neural network looks something difficult and interesting! Hahah! Hope you enjoy the community here! Followed! :D
json metadata	{"tags":["introduceyourself"],"app":"steemit/0.1"}
Transaction Info	Block #13657275/Trx 5ec6d8d244c8372bfbd27d406738b405f1c42c0e

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      "author": "thomasmmaker",
      "permlink": "re-ferumflex-hi-steemers-20170713t210438945z",
      "title": "",
      "body": "Welcome to Steemit friend! Neural network looks something difficult and interesting! Hahah! Hope you enjoy the community here! Followed! :D",
      "json_metadata": "{\"tags\":[\"introduceyourself\"],\"app\":\"steemit/0.1\"}"
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Manabar

Voting Power100.00%

Downvote Power100.00%

Resource Credits100.00%

Reputation Progress69.14%

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Account Metadata

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Auth Keys

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Single Signature

Public Keys

STM7Cek1ERLiixy3ACsqS4tR26pDtTtQD4HJytfiTMce17wawtAry1/1

Active

Single Signature

Public Keys

STM5WCC4we349fvBN9JJdTxoeDWEE3qKWcjZvuB9b1PTqgbb3ZWSm1/1

Posting

Single Signature

Public Keys

STM6VW5oTvqjTkcmvuWdunpfcmFdXQNrXiwh8YErDY8jLM4BJzYHF1/1

Memo

STM8gNbzBC7xxKKNUnFnBxEwT57v72R1bt4iGtsnwR5UwySgaatjg

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Witness Votes

0 / 30

No active witness votes.

[]