FaceNet-OneShotLearning

Overview

An experiment of using FaceNet to recognize my friend's face

Model:
- InceptionResnetV1 (base on https://github.com/timesler/facenet-pytorch/blob/master/models/inception_resnet_v1.py)
- Resnet50
- MobileNetV3
Loss function: HardTriplet (Folow from paper https://arxiv.org/pdf/1703.07737.pdf)
Optimizer: Adam

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
log_file		log_file
.gitignore		.gitignore
README.md		README.md
config.py		config.py
custom_dataset.py		custom_dataset.py
custom_utils.py		custom_utils.py
debug.py		debug.py
expand_data.ipynb		expand_data.ipynb
load_dataset.py		load_dataset.py
logger.py		logger.py
losses.py		losses.py
models.py		models.py
nshot.py		nshot.py
test_model.ipynb		test_model.ipynb
train.py		train.py