├── Imgs ├── DAFOS.png └── ICCV_poster_PID3497.pdf ├── LICENSE ├── README.md ├── accuracy_values.npy ├── accuracy_variance_values.npy ├── config.json ├── data └── save_data_to_numpy.py ├── finetune.py ├── logs └── gradient_tape │ ├── 20230822-180101 │ └── train │ │ └── events.out.tfevents.1692727261.73c426b94e33.2297.0.v2 │ ├── 20230822-180428 │ └── finetune │ │ └── events.out.tfevents.1692727468.73c426b94e33.3399.0.v2 │ ├── 20230822-180821 │ └── test │ │ └── events.out.tfevents.1692727701.73c426b94e33.4383.0.v2 │ ├── 20230822-181123 │ └── test │ │ └── events.out.tfevents.1692727883.73c426b94e33.5136.0.v2 │ ├── 20230822-181519 │ └── finetune │ │ └── events.out.tfevents.1692728119.73c426b94e33.6090.0.v2 │ └── 20230822-184454 │ └── train │ └── events.out.tfevents.1692729894.73c426b94e33.13220.0.v2 ├── loss ├── AOCMC.py ├── cosine_loss.py ├── cross_domain_alignment.py ├── euclidian_dist.py └── prototype_diversification_loss.py ├── models ├── Feature_extractor.py ├── domain_network.py ├── high_noise_GAN.py ├── low_noise_GAN.py └── outlier_network.py ├── optimizers ├── __pycache__ │ └── gan_optimizers.cpython-310.pyc └── gan_optimizers.py ├── test.py ├── train.py └── utils ├── adamatch_aug.py ├── get_gamma_beta_from_layer.py ├── proto_test.py ├── proto_train.py ├── save_accuracy_values.py ├── test_episode.py ├── train_episode.py └── variance_metric.py /Imgs/DAFOS.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/Imgs/DAFOS.png -------------------------------------------------------------------------------- /Imgs/ICCV_poster_PID3497.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/Imgs/ICCV_poster_PID3497.pdf -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/README.md -------------------------------------------------------------------------------- /accuracy_values.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/accuracy_values.npy -------------------------------------------------------------------------------- /accuracy_variance_values.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/accuracy_variance_values.npy -------------------------------------------------------------------------------- /config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/config.json -------------------------------------------------------------------------------- /data/save_data_to_numpy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/data/save_data_to_numpy.py -------------------------------------------------------------------------------- /finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/finetune.py -------------------------------------------------------------------------------- /logs/gradient_tape/20230822-180101/train/events.out.tfevents.1692727261.73c426b94e33.2297.0.v2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/logs/gradient_tape/20230822-180101/train/events.out.tfevents.1692727261.73c426b94e33.2297.0.v2 -------------------------------------------------------------------------------- /logs/gradient_tape/20230822-180428/finetune/events.out.tfevents.1692727468.73c426b94e33.3399.0.v2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/logs/gradient_tape/20230822-180428/finetune/events.out.tfevents.1692727468.73c426b94e33.3399.0.v2 -------------------------------------------------------------------------------- /logs/gradient_tape/20230822-180821/test/events.out.tfevents.1692727701.73c426b94e33.4383.0.v2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/logs/gradient_tape/20230822-180821/test/events.out.tfevents.1692727701.73c426b94e33.4383.0.v2 -------------------------------------------------------------------------------- /logs/gradient_tape/20230822-181123/test/events.out.tfevents.1692727883.73c426b94e33.5136.0.v2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/logs/gradient_tape/20230822-181123/test/events.out.tfevents.1692727883.73c426b94e33.5136.0.v2 -------------------------------------------------------------------------------- /logs/gradient_tape/20230822-181519/finetune/events.out.tfevents.1692728119.73c426b94e33.6090.0.v2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/logs/gradient_tape/20230822-181519/finetune/events.out.tfevents.1692728119.73c426b94e33.6090.0.v2 -------------------------------------------------------------------------------- /logs/gradient_tape/20230822-184454/train/events.out.tfevents.1692729894.73c426b94e33.13220.0.v2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/logs/gradient_tape/20230822-184454/train/events.out.tfevents.1692729894.73c426b94e33.13220.0.v2 -------------------------------------------------------------------------------- /loss/AOCMC.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/loss/AOCMC.py -------------------------------------------------------------------------------- /loss/cosine_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/loss/cosine_loss.py -------------------------------------------------------------------------------- /loss/cross_domain_alignment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/loss/cross_domain_alignment.py -------------------------------------------------------------------------------- /loss/euclidian_dist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/loss/euclidian_dist.py -------------------------------------------------------------------------------- /loss/prototype_diversification_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/loss/prototype_diversification_loss.py -------------------------------------------------------------------------------- /models/Feature_extractor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/models/Feature_extractor.py -------------------------------------------------------------------------------- /models/domain_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/models/domain_network.py -------------------------------------------------------------------------------- /models/high_noise_GAN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/models/high_noise_GAN.py -------------------------------------------------------------------------------- /models/low_noise_GAN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/models/low_noise_GAN.py -------------------------------------------------------------------------------- /models/outlier_network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/models/outlier_network.py -------------------------------------------------------------------------------- /optimizers/__pycache__/gan_optimizers.cpython-310.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/optimizers/__pycache__/gan_optimizers.cpython-310.pyc -------------------------------------------------------------------------------- /optimizers/gan_optimizers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/optimizers/gan_optimizers.py -------------------------------------------------------------------------------- /test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/test.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/train.py -------------------------------------------------------------------------------- /utils/adamatch_aug.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/adamatch_aug.py -------------------------------------------------------------------------------- /utils/get_gamma_beta_from_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/get_gamma_beta_from_layer.py -------------------------------------------------------------------------------- /utils/proto_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/proto_test.py -------------------------------------------------------------------------------- /utils/proto_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/proto_train.py -------------------------------------------------------------------------------- /utils/save_accuracy_values.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/save_accuracy_values.py -------------------------------------------------------------------------------- /utils/test_episode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/test_episode.py -------------------------------------------------------------------------------- /utils/train_episode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/train_episode.py -------------------------------------------------------------------------------- /utils/variance_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DebabrataPal7/DAFOSNET/HEAD/utils/variance_metric.py --------------------------------------------------------------------------------