Fcomp

This is a ML app with a user interface with the following usage:

• Detect and save faces from photos,
• Create a csv file from the embeddings of faces
• Compare and sort faces for a given photo according to extracted embeddings

Installation

• Install Python 3.9
• Install pipenv pip install pipenv
• Install requirements pipenv install -r requirements.txt
• Start streamlit streamlit run UI.py --server.port = 8000

Usage

• Create a "Photos" folder in the working directory.
• For a given photo.jpg, save it to "./Photos/NameOfThePhoto/photo.jpg"
• Run the Streamlit
• Detect and extract the faces from the files in the ./Photos. For the photo.jpg, the result will be saved to ./Faces/NameOfThePhoto.jpg
• Extract the embeddings from the face files in the ./Faces that will be saved to ./Embedding/embeddings.csv
• Upload a photo of your desire in the UI and compare it with other photos.