prateek14/face-verification-siamese

Face Verification — Siamese Network

Upload two photos of faces and find out whether they're the same person. A Siamese CNN embeds each face into a 32-dimensional vector; the distance between the two embeddings decides the verdict.

Trained from scratch on the Olivetti Faces dataset (40 people, 10 images each) using contrastive loss. Held-out pair accuracy: 100%.

Full project source (Flask version with a custom UI, training code, and project write-up): https://github.com/Einzangler/face-recognition-siamese