├── README.md ├── augmentation ├── autoaugment.py ├── gaussian_filter.py ├── simclr_augment.py └── transforms.py ├── config.yaml ├── data └── create_tf_records.ipynb ├── feature_eval └── contrastive_feature_eval.ipynb ├── models ├── cnn_small.py └── resnet_simclr.py ├── train.py └── utils ├── helpers.py └── losses.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/README.md -------------------------------------------------------------------------------- /augmentation/autoaugment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/augmentation/autoaugment.py -------------------------------------------------------------------------------- /augmentation/gaussian_filter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/augmentation/gaussian_filter.py -------------------------------------------------------------------------------- /augmentation/simclr_augment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/augmentation/simclr_augment.py -------------------------------------------------------------------------------- /augmentation/transforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/augmentation/transforms.py -------------------------------------------------------------------------------- /config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/config.yaml -------------------------------------------------------------------------------- /data/create_tf_records.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/data/create_tf_records.ipynb -------------------------------------------------------------------------------- /feature_eval/contrastive_feature_eval.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/feature_eval/contrastive_feature_eval.ipynb -------------------------------------------------------------------------------- /models/cnn_small.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/models/cnn_small.py -------------------------------------------------------------------------------- /models/resnet_simclr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/models/resnet_simclr.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/train.py -------------------------------------------------------------------------------- /utils/helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/utils/helpers.py -------------------------------------------------------------------------------- /utils/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sthalles/SimCLR-tensorflow/HEAD/utils/losses.py --------------------------------------------------------------------------------