Face Recognition and more with KERAS
FaceNet: A Unified Embedding for Face Recognition and Clusterin
Keras implementation of the paper:-
Dataset:
- CelebA Dataset
- Link for downloading face images: img_align_celeba
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Dependencies
- Keras 2 (tensorflow backend)
- open-cv
- tqdm
- pandas
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Model
- Feature extractor model: Xception
- Embedding model: FaceNet
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Loss
Triplet Loss with cosine similarity
Where f_i is the embedding vector of image i
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