nadesrau
Detect firearm and nudity on Twitter and Instagram
It uses Tensorflow object detection API and nudity python package. Dataset was borrowed from https://github.com/sofwerx/tensorflow-gun-detection and model has been trained in Google ML Cloud to 150k steps with total loss approx 1,4 with ssd mobilenet v1. You can train your own model, export graph and replace it in project!
Requirements
- Tensorflow object detection (https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md)
- nudity
- InstagramApi
- colorama
- matplotlib
- tweepy
- Add method to InstagramAPI to retrieve location (https://github.com/LevPasha/Instagram-API-python/pull/492/commits/ed74ee45fb3e3abe6df7f767d3353de6fd897401)
pip install -r requirements.txt
Fill in API keys for Twitter and credentials for Instagram in lines 33-39
Usage
C:\models-master\research\object_detection>python nadesrau.py -h
Fail to import moviepy. Need only for Video upload.
usage: nadesrau.py [-h] [--twitter] [--instagram]
[--stream_location STREAM_LOCATION [STREAM_LOCATION ...]]
[--stream_hashtag STREAM_HASHTAG]
[--check_user_twitter CHECK_USER_TWITTER]
[--check_hashtag CHECK_HASHTAG]
[--check_location CHECK_LOCATION]
[--check_user_instagram CHECK_USER_INSTAGRAM]
[--number NUMBER] [--nudity] [--firearm]
+-'~`---------------------------------/\--
||"""""""""""""""""""""""""""""""" \\\ \/~)
|| asciiart.eu \\\ \/_
|~~~~~~~~-________________-_________________\ ~--_
!---------|_________ ------~~~~~(-- )--~~
Gun & nudity \ /~~~~\~~\ )--- \_ /(
detection || | | \ () \
Twitter & Instagram \____/_ / ()\ \
||||| `~~~~~~~~~-. \ \
||. .|| \ \ <($)> \
|||\=/||| \ \ \
|.-- --.| \ \ \
/(.) (.)\ \ \ \
\ ) . ( / medium.com/@woj_ciech \ \ () \|
'( v )` github.com/woj-ciech _\_\__====~~~
\
Example:\python3 nadesrau.py --twitter --stream_hashtag #booty --nudity\
python3 nadesrau.py --instagram --check_user_instagram kimkardashian --firearm\
python3 nadesrau.py --twitter --stream_location -169.6 -71.3 177.4 77.4 --firearm\
python3 nadesrau.py --instagram --check_hashtag kids --nudity
optional arguments:
-h, --help show this help message and exit
--stream_location STREAM_LOCATION [STREAM_LOCATION ...]
Twitter location streaming
--stream_hashtag STREAM_HASHTAG
Twitter hashtag streaming
--check_user_twitter CHECK_USER_TWITTER
Check Twitter user
--check_hashtag CHECK_HASHTAG
Check Instagram hastahg
--check_location CHECK_LOCATION
Check Instagram location
--check_user_instagram CHECK_USER_INSTAGRAM
Check Instagram user
--number NUMBER Number of pages to retrieve (11 per page)
--nudity Detect nudity
--firearm Detect firearm
Example
C:\models-master\research\object_detection>python nadesrau.py --twitter --stream_hashtag guns --firearm
Fail to import moviepy. Need only for Video upload.
+-'~`---------------------------------/\--
||"""""""""""""""""""""""""""""""" \\\ \/~)
|| asciiart.eu \\\ \/_
|~~~~~~~~-________________-_________________\ ~--_
!---------|_________ ------~~~~~(-- )--~~
Gun & nudity \ /~~~~\~~\ )--- \_ /(
detection || | | \ () \
Twitter & Instagram \____/_ / ()\ \
||||| `~~~~~~~~~-. \ \
||. .|| \ \ <($)> \
|||\=/||| \ \ \
|.-- --.| \ \ \
/(.) (.)\ \ \ \
\ ) . ( / medium.com/@woj_ciech \ \ () \|
'( v )` github.com/woj-ciech _\_\__====~~~
\
Example:\python3 nadesrau.py --twitter --stream_hashtag #booty --nudity\
python3 nadesrau.py --instagram --check_user_instagram kimkardashian --firearm\
python3 nadesrau.py --twitter --stream_location -169.6 -71.3 177.4 77.4 --firearm\
python3 nadesrau.py --instagram --check_hashtag kids --nudity
Streaming guns for firearms
[i] Downloading https://pbs.twimg.com/ext_tw_video_thumb/1108882660787658757/pu/img/sPJ2AOe6e8w5qTrG.jpg into hashtags/guns/griffint15.jpg
Firearm detected
C:\models-master\research\object_detection\venv\lib\site-packages\matplotlib\figure.py:445: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figu
re.
% get_backend())
Username: Tishae G....
Screen name: griffint15
Text: RT @ILoveBeinBlack: Lmaooo stop playing with guns 🤦🏾♂️ https://t.co/jfMWGbrn4m
Moving to /artifacts
[i] Downloading https://pbs.twimg.com/ext_tw_video_thumb/1108889991214587904/pu/img/v__BQ4M7_UTjQP44.jpg into hashtags/guns/longmicropenis.jpg
No firearms detected
[i] Downloading https://pbs.twimg.com/media/D2QPn8PWkAAQJGf.jpg into hashtags/guns/WGAL.jpg
No firearms detected
[i] Downloading https://pbs.twimg.com/media/D2MqBKyWwAAc4RX.jpg into hashtags/guns/StephenMcLbrtrn.jpg
No firearms detected
[i] Downloading https://pbs.twimg.com/media/D2IYxnbXQAE7AMl.jpg into hashtags/guns/CarlosJocGomez.jpg
No firearms detected
[i] Downloading https://pbs.twimg.com/tweet_video_thumb/D2QP2vsX0AAgMwh.jpg into hashtags/guns/GABguy66.jpg
No firearms detected
[i] Downloading https://pbs.twimg.com/tweet_video_thumb/D2QQCwKWwAAIIvd.jpg into hashtags/guns/Remedi_RPM.jpg
Firearm detected
Username: Oli Remedi
Screen name: Remedi_RPM
Text: @rosspeacock @JohnWickMovie Guns, lots of guns. Nice direct reference there! https://t.co/KqQI5eUebB
Moving to /artifacts
[...]
C:\models-master\research\object_detection>python nadesrau.py --instagram --check_user_instagram squat4datbody --nudity --number 1
Fail to import moviepy. Need only for Video upload.
+-'~`---------------------------------/\--
||"""""""""""""""""""""""""""""""" \\\ \/~)
|| asciiart.eu \\\ \/_
|~~~~~~~~-________________-_________________\ ~--_
!---------|_________ ------~~~~~(-- )--~~
Gun & nudity \ /~~~~\~~\ )--- \_ /(
detection || | | \ () \
Twitter & Instagram \____/_ / ()\ \
||||| `~~~~~~~~~-. \ \
||. .|| \ \ <($)> \
|||\=/||| \ \ \
|.-- --.| \ \ \
/(.) (.)\ \ \ \
\ ) . ( / medium.com/@woj_ciech \ \ () \|
'( v )` github.com/woj-ciech _\_\__====~~~
\
Example:\python3 nadesrau.py --twitter --stream_hashtag #booty --nudity\
python3 nadesrau.py --instagram --check_user_instagram kimkardashian --firearm\
python3 nadesrau.py --twitter --stream_location -169.6 -71.3 177.4 77.4 --firearm\
python3 nadesrau.py --instagram --check_hashtag kids --nudity
Request return 429 error!
{'message': 'Please wait a few minutes before you try again.', 'status': 'fail'}
Request return 404 error!
Login success!
Checking last 2 pages of squat4datbody for nudes
squat4datbody
Power Of The Booty
🥇 #Booty Connoisseur
📲 DM & Tag for Features
📸 Photographer
📍 South FL
👇 My Favorite Fitness Suppliments
http://shop.teamxnd.com/squat4datbody/Home
[i] Downloading https://scontent-frt3-2.cdninstagram.com/vp/74f3424ff48f4383d1c0b66d0365f2ba/5D48B1DB/t51.2885-15/sh0.08/e35/p750x750/53375621_394419411339740_7834832402014544329_n.jpg?_
nc_ht=scontent-frt3-2.cdninstagram.com&ig_cache_key=MjAwNDU1NTYzNTgyMDUxNDUzMg%3D%3D.2 to users/squat4datbody/image0.jpg
Detected score: 0.9717
Found nude
Timestamp: 2019-03-21 15:21:14
Text: Show @missemilymorgan some ❤️on her BOOTY gains!
@missemilymorgan
@missemilymorgan
Moving to /artifacts
[i] Downloading https://scontent-frt3-2.cdninstagram.com/vp/f66a53d6c91b84f2fcb8589c02ffbed4/5D1488C4/t51.2885-15/sh0.08/e35/p750x750/52435303_2099739970266661_9078398841521010466_n.jpg?
_nc_ht=scontent-frt3-2.cdninstagram.com&ig_cache_key=MjAwMzgzMjEyMDU3ODIzMTkwNw%3D%3D.2 to users/squat4datbody/image0.jpg
Detected score: 0.0266
[...]
[i] Downloading https://scontent-frt3-2.cdninstagram.com/vp/31b02c9b1cfccdb49d35ab29baa49946/5C96CC58/t51.2885-15/e15/52481048_326772511518115_2904375443973453617_n.jpg?_nc_ht=scontent-f
rt3-2.cdninstagram.com to users/squat4datbody/image7.jpg
Detected score: 0.0557
Whoregrade: 0.2909354302785389
Following directory structure is created for each category. Inside of 'artifacts' folder every detected assset is placed
Output
Additional
Be prepared for disturbing content, not for gentle people.
Tested on Windows 7 and 10.
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