In this project, we focus on MLOps by developing a face recognition system. The objective is to allow users to enroll in the system by taking a photograph of their face. During subsequent logins, their faces will be verified before granting access. We will utilize a pre-trained model from the MTCNN library for this purpose.
- Clone the GitHub repository
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git clone https://github.com/Ignatiusboadi/face-detection-and-recognition.git cd face-detection-and-recognition
- Create a virtual environment
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virtualenv venv source venv/bin/activate
- Install the required packages
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pip install -r requirements.txt
- To run the backend locally, run the folllowing line of code
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uvicorn main:app --reload