Isearch (OSINT) 🔎 Face recognition reverse image search on Instagram profile feed photos.

Related tags

Computer Vision python api osint programming instagram-api face-recognition trending-topics information-gathering osint-python instagram-osint
Overview

Isearch (OSINT) 🔎

Face recognition reverse image search on Instagram profile feed photos.

carbon(1)

Disclaimer: **FOR EDUCATIONAL PURPOSE ONLY! **

You might encounter (false positive / false negative) results. This because Face recognition uses hog as a model which is fast but low on accuracy, the other model can be 'cnn' which is high on accuracy but very slow (on CPU && fast on GPU)

Installation

Dlib installation: (full guide: https://www.pyimagesearch.com/2017/03/27/how-to-install-dlib/)

# Install prerequisites
$ sudo apt-get install build-essential cmake
$ sudo apt-get install libgtk-3-dev
$ sudo apt-get install libboost-all-dev

Note: dlib installation will take few minutes

# Install dlib python
$ python3 -m pip install dlib
# Other requirements
$ python3 -m pip install -r requirements.txt

Usage

Set your Instagram username, password in config/credentials.ini, Also you might want to consider using a burner account.

# Face search in all target feed photos 
$ python3 isearch-cli <path-to-face-images-folder> <instagram_profile_username>

# Face search only 5 photos from target feed 
$ python3 isearch-cli <path-to-face-images-folder> <instagram_profile_username> --limit 5

Options:

  --limit INTEGER  Number of photos to Download and process from target_profile
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Comments
  • WARNING: settings.json not found! Don't worry i'll create one.

    WARNING: settings.json not found! Don't worry i'll create one.

    Hi bro,

    I've tried to run your script but it seem its doesn't work well in my MPB using python3 dlib and your project I got some error like "error = json.loads(e.error_response)" and these bellow : (how I can fix it ?) shukran

    python3 isearch_osint.py /Users/Apple/instagram-scraper-master/instagram-scraper/v****h/know_faces v*****h

    WARNING: settings.json not found! Don't worry i'll create one. Traceback (most recent call last): File "/Users/Apple/isearch-osint/isearch_osint.py", line 51, in main() File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/click/core.py", line 1137, in call return self.main(*args, **kwargs) File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/click/core.py", line 1062, in main rv = self.invoke(ctx) File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/click/core.py", line 1404, in invoke return ctx.invoke(self.callback, **ctx.params) File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/site-packages/click/core.py", line 763, in invoke return __callback(*args, **kwargs) File "/Users/Apple/isearch-osint/isearch_osint.py", line 31, in main client = InstagramClient(config_dir=CONFIG_DIR) File "/Users/Apple/isearch-osint/isearch/client.py", line 87, in init self.login(u, p) File "/Users/Apple/isearch-osint/isearch/client.py", line 37, in catch error = json.loads(e.error_response) File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/json/init.py", line 346, in loads return _default_decoder.decode(s) File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/json/decoder.py", line 337, in decode obj, end = self.raw_decode(s, idx=_w(s, 0).end()) File "/Library/Frameworks/Python.framework/Versions/3.9/lib/python3.9/json/decoder.py", line 355, in raw_decode raise JSONDecodeError("Expecting value", s, err.value) from None json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0) sofiane-MacBook-Pro:isearch-osint Apple$

    fixed !!!! (venv) using virtural envi

    opened by lillois59 2
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Malek salem
Software engineering student. {medium: cyberxtech.medium.com}
Malek salem
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