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An application to find the most similar face to yours in the list of FBI's Most Wanted Criminals

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FBI Wanted Face Comparison Application

An API to compare faces to the FBI's Most Wanted Criminals. "Finds your wanted doppelganger."

Originally intended to be the internal API server responsible for ML calculations. However, processing power required is beyond the scope of my hardware and the accuracy of the results was limited (there are maybe only ~500 wanted criminals in total. The likelihood you find someone that looks similar to you is slim.)

How to use

Make sure Python 3.9 is installed, and install all the packages in requirements.txt.

Run the updatelist command to update the list of FBI's Most Wanted Criminals. Pulls from https://www.fbi.gov/wanted/api and generates a /photo/ directory in the project directory.

python manage.py updatelist

Then run the getdoppel command to get the face that resembles you the closest. Outputs the name in the command line.

python manage.py getdoppel photo_path

Example:

python manage.py updatelist
python manage.py getdoppel photos/personal/picture.jpg

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An application to find the most similar face to yours in the list of FBI's Most Wanted Criminals

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