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Avishek Devnath
Avishek
Devnath
Software Engineer  ·  Backend & System Design
0%
“Building systems that last.”
Machine Learning

IdentiFace

IdentiFace is a closed‑set, consent‑based face recognition system that runs fully offline.

MTCNNFaceNetFAISSTkinterSQLitePython 3.13+
IdentiFace
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About this Project

IdentiFace is a closed‑set, consent‑based face recognition system that runs fully offline. It uses MTCNN for face detection and FaceNet embeddings (via facenet-pytorch) with FAISS for fast similarity search. A guided enrollment wizard captures multiple head poses for more robust recognition.

This project focuses on data quality and UX‑guided enrollment rather than model training. The goal is a practical, explainable pipeline that can be demoed locally, audited easily, and extended without cloud dependencies.

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Technologies
MTCNN
FaceNet
FAISS
Tkinter
SQLite
Python 3.13+
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Repositories
Git Repo
Github
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