Face Recognition and more with KERAS

Dataset:
- CelebA Dataset
- Link for downloading face images: img_align_celeba
Dependencies
- Keras 2 (tensorflow backend)
- open-cv
- tqdm
- pandas
Model
- Feature extractor model: Xception
- Embedding model: FaceNet
Loss

Triplet Loss with cosine similarity

Where f_i is the embedding vector of image i

Name		Name	Last commit message	Last commit date
Latest commit History 57 Commits
assets		assets
test_imgs		test_imgs
1. Training Siamese Network on images.ipynb		1. Training Siamese Network on images.ipynb
2. Faces conv features.ipynb		2. Faces conv features.ipynb
3. Training Siamese Network on Conv Features.ipynb		3. Training Siamese Network on Conv Features.ipynb
4. Testing your image - who's your doppelgänger.ipynb		4. Testing your image - who's your doppelgänger.ipynb
5. Unexpected result of the training.ipynb		5. Unexpected result of the training.ipynb
6. Train face attributes model.ipynb		6. Train face attributes model.ipynb
README.md		README.md
identity_CelebA.txt		identity_CelebA.txt
list_eval_partition.csv		list_eval_partition.csv
losses.py		losses.py
metrics.py		metrics.py
utils.py		utils.py

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