├── .gitignore ├── README.md ├── __init__.py ├── aug_analysis.sh ├── augment_analysis.py ├── configs ├── __init__.py ├── collection_configs.py ├── datasets.py ├── models │ ├── efficientNet_config.py │ ├── model_config.py │ ├── model_kwargs.py │ ├── resnet18_config.py │ ├── resnet50_config.py │ ├── swin_config.py │ └── vit_config.py ├── tin_config.py └── user_configs.py ├── dg_and_sensor_control_summary.ipynb ├── dg_readme.md ├── eval_scripts.sh ├── get_label_lists.py ├── imagenet_es_eval.py ├── log.pickle ├── ood_exp.py ├── ood_plots.ipynb ├── openood ├── __init__.py ├── datasets │ ├── __init__.py │ ├── base_dataset.py │ ├── feature_dataset.py │ ├── imglist_augmix_dataset.py │ ├── imglist_dataset.py │ ├── imglist_extradata_dataset.py │ ├── udg_dataset.py │ └── utils.py ├── evaluation_api │ ├── __init__.py │ ├── datasets.py │ ├── evaluator.py │ ├── postprocessor.py │ └── preprocessor.py ├── evaluators │ ├── __init__.py │ ├── ad_evaluator.py │ ├── arpl_evaluator.py │ ├── base_evaluator.py │ ├── ece_evaluator.py │ ├── fsood_evaluator.py │ ├── metrics.py │ ├── mos_evaluator.py │ ├── ood_evaluator.py │ ├── osr_evaluator.py │ ├── patchcore_evaluator.py │ └── utils.py ├── losses │ ├── __init__.py │ ├── draem_loss.py │ ├── focal.py │ ├── kdad_losses.py │ ├── rd4ad_loss.py │ ├── reweight.py │ ├── sce.py │ └── ssim.py ├── networks │ ├── __init__.py │ ├── arpl_net.py │ ├── ash_net.py │ ├── bit.py │ ├── cider_net.py │ ├── clip.py │ ├── conf_branch_net.py │ ├── csi_net.py │ ├── de_resnet18_256x256.py │ ├── densenet.py │ ├── dinov2.py │ ├── draem_net.py │ ├── dropout_net.py │ ├── dsvdd_net.py │ ├── godin_net.py │ ├── lenet.py │ ├── mcd_net.py │ ├── mmcls_featext.py │ ├── net_utils_.py │ ├── npos_net.py │ ├── opengan.py │ ├── openmax_net.py │ ├── patchcore_net.py │ ├── projection_net.py │ ├── react_net.py │ ├── resnet18_224x224.py │ ├── resnet18_256x256.py │ ├── resnet18_32x32.py │ ├── resnet18_64x64.py │ ├── resnet50.py │ ├── rot_net.py │ ├── rts_net.py │ ├── simclr_net.py │ ├── swin_t.py │ ├── t2fnorm_net.py │ ├── temp.py │ ├── udg_net.py │ ├── utils.py │ ├── vit.py │ ├── vit_b_16.py │ └── wrn.py ├── pipelines │ ├── __init__.py │ ├── feat_extract_opengan_pipeline.py │ ├── feat_extract_pipeline.py │ ├── finetune_pipeline.py │ ├── test_acc_pipeline.py │ ├── test_ad_pipeline.py │ ├── test_ood_pipeline.py │ ├── test_ood_pipeline_aps.py │ ├── train_ad_pipeline.py │ ├── train_aux_pipeline.py │ ├── train_ddt_pipeline.py │ ├── train_oe_pipeline.py │ ├── train_only_pipeline.py │ ├── train_opengan_pipeline.py │ ├── train_pipeline.py │ └── utils.py ├── postprocessors │ ├── __init__.py │ ├── ash_postprocessor.py │ ├── base_postprocessor.py │ ├── cider_postprocessor.py │ ├── conf_branch_postprocessor.py │ ├── cutpaste_postprocessor.py │ ├── dice_postprocessor.py │ ├── draem_postprocessor.py │ ├── dropout_postprocessor.py │ ├── dsvdd_postprocessor.py │ ├── ebo_postprocessor.py │ ├── ensemble_postprocessor.py │ ├── gen_postprocessor.py │ ├── gmm_postprocessor.py │ ├── godin_postprocessor.py │ ├── gradnorm_postprocessor.py │ ├── gram_postprocessor.py │ ├── info.py │ ├── kl_matching_postprocessor.py │ ├── knn_postprocessor.py │ ├── maxlogit_postprocessor.py │ ├── mcd_postprocessor.py │ ├── mcm_postprocessor.py │ ├── mds_ensemble_postprocessor.py │ ├── mds_postprocessor.py │ ├── mos_postprocessor.py │ ├── npos_postprocessor.py │ ├── odin_postprocessor.py │ ├── opengan_postprocessor.py │ ├── openmax_postprocessor.py │ ├── patchcore_postprocessor.py │ ├── rankfeat_postprocessor.py │ ├── rd4ad_postprocessor.py │ ├── react_postprocessor.py │ ├── residual_postprocessor.py │ ├── rmds_postprocessor.py │ ├── rotpred_postprocessor.py │ ├── rts_postprocessor.py │ ├── she_postprocessor.py │ ├── ssd_postprocessor.py │ ├── temp_scaling_postprocessor.py │ ├── utils.py │ └── vim_postprocessor.py ├── preprocessors │ ├── __init__.py │ ├── augmix_preprocessor.py │ ├── base_preprocessor.py │ ├── cider_preprocessor.py │ ├── csi_preprocessor.py │ ├── cutout_preprocessor.py │ ├── cutpaste_preprocessor.py │ ├── draem_preprocessor.py │ ├── pixmix_preprocessor.py │ ├── randaugment_preprocessor.py │ ├── test_preprocessor.py │ ├── transform.py │ └── utils.py ├── recorders │ ├── __init__.py │ ├── ad_recorder.py │ ├── arpl_recorder.py │ ├── base_recorder.py │ ├── cider_recorder.py │ ├── cutpaste_recorder.py │ ├── draem_recorder.py │ ├── dsvdd_recorder.py │ ├── kdad_recorder.py │ ├── opengan_recorder.py │ ├── rd4ad_recorder.py │ └── utils.py ├── trainers │ ├── __init__.py │ ├── arpl_gan_trainer.py │ ├── arpl_trainer.py │ ├── augmix_trainer.py │ ├── base_trainer.py │ ├── cider_trainer.py │ ├── conf_branch_trainer.py │ ├── csi_trainer.py │ ├── cutmix_trainer.py │ ├── cutpaste_trainer.py │ ├── draem_trainer.py │ ├── dropout_trainer.py │ ├── dsvdd_trainer.py │ ├── godin_trainer.py │ ├── kdad_trainer.py │ ├── logitnorm_trainer.py │ ├── lr_scheduler.py │ ├── mcd_trainer.py │ ├── mixoe_trainer.py │ ├── mixup_trainer.py │ ├── mos_trainer.py │ ├── npos_trainer.py │ ├── oe_trainer.py │ ├── opengan_trainer.py │ ├── rd4ad_trainer.py │ ├── regmixup_trainer.py │ ├── rotpred_trainer.py │ ├── rts_trainer.py │ ├── sae_trainer.py │ ├── udg_trainer.py │ ├── utils.py │ └── vos_trainer.py └── utils │ ├── __init__.py │ ├── comm.py │ ├── config.py │ ├── launch.py │ └── logger.py ├── qualitative-analysis.ipynb ├── requirements.txt ├── resnet_accs.pt ├── results_new_labeler_paper_written_ver └── quals │ └── qualitatives.png ├── settings ├── grid-options-3x3x3.csv └── grid-options-4x4x4.csv ├── supples ├── ImageNet-ES.jpg ├── Testbed.png └── Testbed_actual.jpg └── utils ├── __init__.py ├── controller.py ├── datasets.py ├── dg_param_controls ├── .gitignore ├── aug_logs │ ├── aug_experiments_0_0.txt │ ├── aug_experiments_0_1.txt │ ├── aug_experiments_1_0.txt │ ├── aug_experiments_1_1.txt │ ├── aug_experiments_2_0.txt │ └── aug_experiments_2_1.txt ├── lpips │ ├── Arial.ttf │ ├── LPIPS.png │ ├── img_compare.py │ ├── lpips_calc_auto.csv │ ├── lpips_calc_test.csv │ ├── lpips_calc_val.csv │ ├── lpips_test_byparams..csv │ └── lpips_val_byparams.csv ├── materials │ ├── Arial.ttf │ └── LPIPS.png ├── metadata │ ├── fname_filters.py │ ├── fnames_tin.pkl │ ├── fnames_tin_test.pkl │ ├── fnames_tin_val.pkl │ ├── indices_in_1k.py │ └── tin_wnids.txt ├── modules │ ├── custom_datasets.py │ ├── datasets.py │ ├── pretrained_models.py │ ├── train.py │ └── validate.py └── utils_dg.py ├── download.py ├── download.sh ├── eval.py ├── experiment_setup.py ├── framework_setter.py ├── grid_analysis.py ├── histogram.py ├── labeler.py ├── qualitatives.py ├── scatter.py ├── scores.py ├── visual_encoding.py └── wrapper_nn.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /aug_analysis.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/aug_analysis.sh -------------------------------------------------------------------------------- /augment_analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/augment_analysis.py -------------------------------------------------------------------------------- /configs/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /configs/collection_configs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/collection_configs.py -------------------------------------------------------------------------------- /configs/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/datasets.py -------------------------------------------------------------------------------- /configs/models/efficientNet_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/models/efficientNet_config.py -------------------------------------------------------------------------------- /configs/models/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/models/model_config.py -------------------------------------------------------------------------------- /configs/models/model_kwargs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/models/model_kwargs.py -------------------------------------------------------------------------------- /configs/models/resnet18_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/models/resnet18_config.py -------------------------------------------------------------------------------- /configs/models/resnet50_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/models/resnet50_config.py -------------------------------------------------------------------------------- /configs/models/swin_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/models/swin_config.py -------------------------------------------------------------------------------- /configs/models/vit_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/models/vit_config.py -------------------------------------------------------------------------------- /configs/tin_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/tin_config.py -------------------------------------------------------------------------------- /configs/user_configs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/configs/user_configs.py -------------------------------------------------------------------------------- /dg_and_sensor_control_summary.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/dg_and_sensor_control_summary.ipynb -------------------------------------------------------------------------------- /dg_readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/dg_readme.md -------------------------------------------------------------------------------- /eval_scripts.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/eval_scripts.sh -------------------------------------------------------------------------------- /get_label_lists.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/get_label_lists.py -------------------------------------------------------------------------------- /imagenet_es_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/imagenet_es_eval.py -------------------------------------------------------------------------------- /log.pickle: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/log.pickle -------------------------------------------------------------------------------- /ood_exp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/ood_exp.py -------------------------------------------------------------------------------- /ood_plots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/ood_plots.ipynb -------------------------------------------------------------------------------- /openood/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /openood/datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/__init__.py -------------------------------------------------------------------------------- /openood/datasets/base_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/base_dataset.py -------------------------------------------------------------------------------- /openood/datasets/feature_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/feature_dataset.py -------------------------------------------------------------------------------- /openood/datasets/imglist_augmix_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/imglist_augmix_dataset.py -------------------------------------------------------------------------------- /openood/datasets/imglist_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/imglist_dataset.py -------------------------------------------------------------------------------- /openood/datasets/imglist_extradata_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/imglist_extradata_dataset.py -------------------------------------------------------------------------------- /openood/datasets/udg_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/udg_dataset.py -------------------------------------------------------------------------------- /openood/datasets/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/datasets/utils.py -------------------------------------------------------------------------------- /openood/evaluation_api/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluation_api/__init__.py -------------------------------------------------------------------------------- /openood/evaluation_api/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluation_api/datasets.py -------------------------------------------------------------------------------- /openood/evaluation_api/evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluation_api/evaluator.py -------------------------------------------------------------------------------- /openood/evaluation_api/postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluation_api/postprocessor.py -------------------------------------------------------------------------------- /openood/evaluation_api/preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluation_api/preprocessor.py -------------------------------------------------------------------------------- /openood/evaluators/__init__.py: -------------------------------------------------------------------------------- 1 | from .utils import get_evaluator 2 | -------------------------------------------------------------------------------- /openood/evaluators/ad_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/ad_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/arpl_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/arpl_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/base_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/base_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/ece_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/ece_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/fsood_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/fsood_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/metrics.py -------------------------------------------------------------------------------- /openood/evaluators/mos_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/mos_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/ood_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/ood_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/osr_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/osr_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/patchcore_evaluator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/patchcore_evaluator.py -------------------------------------------------------------------------------- /openood/evaluators/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/evaluators/utils.py -------------------------------------------------------------------------------- /openood/losses/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/__init__.py -------------------------------------------------------------------------------- /openood/losses/draem_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/draem_loss.py -------------------------------------------------------------------------------- /openood/losses/focal.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/focal.py -------------------------------------------------------------------------------- /openood/losses/kdad_losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/kdad_losses.py -------------------------------------------------------------------------------- /openood/losses/rd4ad_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/rd4ad_loss.py -------------------------------------------------------------------------------- /openood/losses/reweight.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/reweight.py -------------------------------------------------------------------------------- /openood/losses/sce.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/sce.py -------------------------------------------------------------------------------- /openood/losses/ssim.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/losses/ssim.py -------------------------------------------------------------------------------- /openood/networks/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/__init__.py -------------------------------------------------------------------------------- /openood/networks/arpl_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/arpl_net.py -------------------------------------------------------------------------------- /openood/networks/ash_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/ash_net.py -------------------------------------------------------------------------------- /openood/networks/bit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/bit.py -------------------------------------------------------------------------------- /openood/networks/cider_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/cider_net.py -------------------------------------------------------------------------------- /openood/networks/clip.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/clip.py -------------------------------------------------------------------------------- /openood/networks/conf_branch_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/conf_branch_net.py -------------------------------------------------------------------------------- /openood/networks/csi_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/csi_net.py -------------------------------------------------------------------------------- /openood/networks/de_resnet18_256x256.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/de_resnet18_256x256.py -------------------------------------------------------------------------------- /openood/networks/densenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/densenet.py -------------------------------------------------------------------------------- /openood/networks/dinov2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/dinov2.py -------------------------------------------------------------------------------- /openood/networks/draem_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/draem_net.py -------------------------------------------------------------------------------- /openood/networks/dropout_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/dropout_net.py -------------------------------------------------------------------------------- /openood/networks/dsvdd_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/dsvdd_net.py -------------------------------------------------------------------------------- /openood/networks/godin_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/godin_net.py -------------------------------------------------------------------------------- /openood/networks/lenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/lenet.py -------------------------------------------------------------------------------- /openood/networks/mcd_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/mcd_net.py -------------------------------------------------------------------------------- /openood/networks/mmcls_featext.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/mmcls_featext.py -------------------------------------------------------------------------------- /openood/networks/net_utils_.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/net_utils_.py -------------------------------------------------------------------------------- /openood/networks/npos_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/npos_net.py -------------------------------------------------------------------------------- /openood/networks/opengan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/opengan.py -------------------------------------------------------------------------------- /openood/networks/openmax_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/openmax_net.py -------------------------------------------------------------------------------- /openood/networks/patchcore_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/patchcore_net.py -------------------------------------------------------------------------------- /openood/networks/projection_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/projection_net.py -------------------------------------------------------------------------------- /openood/networks/react_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/react_net.py -------------------------------------------------------------------------------- /openood/networks/resnet18_224x224.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/resnet18_224x224.py -------------------------------------------------------------------------------- /openood/networks/resnet18_256x256.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/resnet18_256x256.py -------------------------------------------------------------------------------- /openood/networks/resnet18_32x32.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/resnet18_32x32.py -------------------------------------------------------------------------------- /openood/networks/resnet18_64x64.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/resnet18_64x64.py -------------------------------------------------------------------------------- /openood/networks/resnet50.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/resnet50.py -------------------------------------------------------------------------------- /openood/networks/rot_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/rot_net.py -------------------------------------------------------------------------------- /openood/networks/rts_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/rts_net.py -------------------------------------------------------------------------------- /openood/networks/simclr_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/simclr_net.py -------------------------------------------------------------------------------- /openood/networks/swin_t.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/swin_t.py -------------------------------------------------------------------------------- /openood/networks/t2fnorm_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/t2fnorm_net.py -------------------------------------------------------------------------------- /openood/networks/temp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/temp.py -------------------------------------------------------------------------------- /openood/networks/udg_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/udg_net.py -------------------------------------------------------------------------------- /openood/networks/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/utils.py -------------------------------------------------------------------------------- /openood/networks/vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/vit.py -------------------------------------------------------------------------------- /openood/networks/vit_b_16.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/vit_b_16.py -------------------------------------------------------------------------------- /openood/networks/wrn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/networks/wrn.py -------------------------------------------------------------------------------- /openood/pipelines/__init__.py: -------------------------------------------------------------------------------- 1 | from .utils import get_pipeline 2 | -------------------------------------------------------------------------------- /openood/pipelines/feat_extract_opengan_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/feat_extract_opengan_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/feat_extract_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/feat_extract_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/finetune_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/finetune_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/test_acc_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/test_acc_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/test_ad_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/test_ad_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/test_ood_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/test_ood_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/test_ood_pipeline_aps.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/test_ood_pipeline_aps.py -------------------------------------------------------------------------------- /openood/pipelines/train_ad_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/train_ad_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/train_aux_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/train_aux_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/train_ddt_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/train_ddt_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/train_oe_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/train_oe_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/train_only_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/train_only_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/train_opengan_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/train_opengan_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/train_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/train_pipeline.py -------------------------------------------------------------------------------- /openood/pipelines/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/pipelines/utils.py -------------------------------------------------------------------------------- /openood/postprocessors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/__init__.py -------------------------------------------------------------------------------- /openood/postprocessors/ash_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/ash_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/base_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/base_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/cider_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/cider_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/conf_branch_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/conf_branch_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/cutpaste_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/cutpaste_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/dice_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/dice_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/draem_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/draem_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/dropout_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/dropout_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/dsvdd_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/dsvdd_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/ebo_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/ebo_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/ensemble_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/ensemble_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/gen_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/gen_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/gmm_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/gmm_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/godin_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/godin_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/gradnorm_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/gradnorm_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/gram_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/gram_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/info.py -------------------------------------------------------------------------------- /openood/postprocessors/kl_matching_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/kl_matching_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/knn_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/knn_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/maxlogit_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/maxlogit_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/mcd_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/mcd_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/mcm_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/mcm_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/mds_ensemble_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/mds_ensemble_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/mds_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/mds_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/mos_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/mos_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/npos_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/npos_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/odin_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/odin_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/opengan_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/opengan_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/openmax_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/openmax_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/patchcore_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/patchcore_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/rankfeat_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/rankfeat_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/rd4ad_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/rd4ad_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/react_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/react_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/residual_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/residual_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/rmds_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/rmds_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/rotpred_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/rotpred_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/rts_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/rts_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/she_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/she_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/ssd_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/ssd_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/temp_scaling_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/temp_scaling_postprocessor.py -------------------------------------------------------------------------------- /openood/postprocessors/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/utils.py -------------------------------------------------------------------------------- /openood/postprocessors/vim_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/postprocessors/vim_postprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/__init__.py -------------------------------------------------------------------------------- /openood/preprocessors/augmix_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/augmix_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/base_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/base_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/cider_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/cider_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/csi_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/csi_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/cutout_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/cutout_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/cutpaste_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/cutpaste_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/draem_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/draem_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/pixmix_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/pixmix_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/randaugment_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/randaugment_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/test_preprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/test_preprocessor.py -------------------------------------------------------------------------------- /openood/preprocessors/transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/transform.py -------------------------------------------------------------------------------- /openood/preprocessors/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/preprocessors/utils.py -------------------------------------------------------------------------------- /openood/recorders/__init__.py: -------------------------------------------------------------------------------- 1 | from .utils import get_recorder 2 | -------------------------------------------------------------------------------- /openood/recorders/ad_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/ad_recorder.py -------------------------------------------------------------------------------- /openood/recorders/arpl_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/arpl_recorder.py -------------------------------------------------------------------------------- /openood/recorders/base_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/base_recorder.py -------------------------------------------------------------------------------- /openood/recorders/cider_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/cider_recorder.py -------------------------------------------------------------------------------- /openood/recorders/cutpaste_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/cutpaste_recorder.py -------------------------------------------------------------------------------- /openood/recorders/draem_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/draem_recorder.py -------------------------------------------------------------------------------- /openood/recorders/dsvdd_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/dsvdd_recorder.py -------------------------------------------------------------------------------- /openood/recorders/kdad_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/kdad_recorder.py -------------------------------------------------------------------------------- /openood/recorders/opengan_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/opengan_recorder.py -------------------------------------------------------------------------------- /openood/recorders/rd4ad_recorder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/rd4ad_recorder.py -------------------------------------------------------------------------------- /openood/recorders/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/recorders/utils.py -------------------------------------------------------------------------------- /openood/trainers/__init__.py: -------------------------------------------------------------------------------- 1 | from .utils import get_trainer 2 | -------------------------------------------------------------------------------- /openood/trainers/arpl_gan_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/arpl_gan_trainer.py -------------------------------------------------------------------------------- /openood/trainers/arpl_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/arpl_trainer.py -------------------------------------------------------------------------------- /openood/trainers/augmix_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/augmix_trainer.py -------------------------------------------------------------------------------- /openood/trainers/base_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/base_trainer.py -------------------------------------------------------------------------------- /openood/trainers/cider_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/cider_trainer.py -------------------------------------------------------------------------------- /openood/trainers/conf_branch_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/conf_branch_trainer.py -------------------------------------------------------------------------------- /openood/trainers/csi_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/csi_trainer.py -------------------------------------------------------------------------------- /openood/trainers/cutmix_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/cutmix_trainer.py -------------------------------------------------------------------------------- /openood/trainers/cutpaste_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/cutpaste_trainer.py -------------------------------------------------------------------------------- /openood/trainers/draem_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/draem_trainer.py -------------------------------------------------------------------------------- /openood/trainers/dropout_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/dropout_trainer.py -------------------------------------------------------------------------------- /openood/trainers/dsvdd_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/dsvdd_trainer.py -------------------------------------------------------------------------------- /openood/trainers/godin_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/godin_trainer.py -------------------------------------------------------------------------------- /openood/trainers/kdad_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/kdad_trainer.py -------------------------------------------------------------------------------- /openood/trainers/logitnorm_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/logitnorm_trainer.py -------------------------------------------------------------------------------- /openood/trainers/lr_scheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/lr_scheduler.py -------------------------------------------------------------------------------- /openood/trainers/mcd_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/mcd_trainer.py -------------------------------------------------------------------------------- /openood/trainers/mixoe_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/mixoe_trainer.py -------------------------------------------------------------------------------- /openood/trainers/mixup_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/mixup_trainer.py -------------------------------------------------------------------------------- /openood/trainers/mos_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/mos_trainer.py -------------------------------------------------------------------------------- /openood/trainers/npos_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/npos_trainer.py -------------------------------------------------------------------------------- /openood/trainers/oe_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/oe_trainer.py -------------------------------------------------------------------------------- /openood/trainers/opengan_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/opengan_trainer.py -------------------------------------------------------------------------------- /openood/trainers/rd4ad_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/rd4ad_trainer.py -------------------------------------------------------------------------------- /openood/trainers/regmixup_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/regmixup_trainer.py -------------------------------------------------------------------------------- /openood/trainers/rotpred_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/rotpred_trainer.py -------------------------------------------------------------------------------- /openood/trainers/rts_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/rts_trainer.py -------------------------------------------------------------------------------- /openood/trainers/sae_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/sae_trainer.py -------------------------------------------------------------------------------- /openood/trainers/udg_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/udg_trainer.py -------------------------------------------------------------------------------- /openood/trainers/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/utils.py -------------------------------------------------------------------------------- /openood/trainers/vos_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/trainers/vos_trainer.py -------------------------------------------------------------------------------- /openood/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/utils/__init__.py -------------------------------------------------------------------------------- /openood/utils/comm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/utils/comm.py -------------------------------------------------------------------------------- /openood/utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/utils/config.py -------------------------------------------------------------------------------- /openood/utils/launch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/utils/launch.py -------------------------------------------------------------------------------- /openood/utils/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/openood/utils/logger.py -------------------------------------------------------------------------------- /qualitative-analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/qualitative-analysis.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/requirements.txt -------------------------------------------------------------------------------- /resnet_accs.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/resnet_accs.pt -------------------------------------------------------------------------------- /results_new_labeler_paper_written_ver/quals/qualitatives.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/results_new_labeler_paper_written_ver/quals/qualitatives.png -------------------------------------------------------------------------------- /settings/grid-options-3x3x3.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/settings/grid-options-3x3x3.csv -------------------------------------------------------------------------------- /settings/grid-options-4x4x4.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/settings/grid-options-4x4x4.csv -------------------------------------------------------------------------------- /supples/ImageNet-ES.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/supples/ImageNet-ES.jpg -------------------------------------------------------------------------------- /supples/Testbed.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/supples/Testbed.png -------------------------------------------------------------------------------- /supples/Testbed_actual.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/supples/Testbed_actual.jpg -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/controller.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/controller.py -------------------------------------------------------------------------------- /utils/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/datasets.py -------------------------------------------------------------------------------- /utils/dg_param_controls/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/.gitignore -------------------------------------------------------------------------------- /utils/dg_param_controls/aug_logs/aug_experiments_0_0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/aug_logs/aug_experiments_0_0.txt -------------------------------------------------------------------------------- /utils/dg_param_controls/aug_logs/aug_experiments_0_1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/aug_logs/aug_experiments_0_1.txt -------------------------------------------------------------------------------- /utils/dg_param_controls/aug_logs/aug_experiments_1_0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/aug_logs/aug_experiments_1_0.txt -------------------------------------------------------------------------------- /utils/dg_param_controls/aug_logs/aug_experiments_1_1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/aug_logs/aug_experiments_1_1.txt -------------------------------------------------------------------------------- /utils/dg_param_controls/aug_logs/aug_experiments_2_0.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/aug_logs/aug_experiments_2_0.txt -------------------------------------------------------------------------------- /utils/dg_param_controls/aug_logs/aug_experiments_2_1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/aug_logs/aug_experiments_2_1.txt -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/Arial.ttf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/lpips/Arial.ttf -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/LPIPS.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/lpips/LPIPS.png -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/img_compare.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/lpips/img_compare.py -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/lpips_calc_auto.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/lpips/lpips_calc_auto.csv -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/lpips_calc_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/lpips/lpips_calc_test.csv -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/lpips_calc_val.csv: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/lpips_test_byparams..csv: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/dg_param_controls/lpips/lpips_val_byparams.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/lpips/lpips_val_byparams.csv -------------------------------------------------------------------------------- /utils/dg_param_controls/materials/Arial.ttf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/materials/Arial.ttf -------------------------------------------------------------------------------- /utils/dg_param_controls/materials/LPIPS.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/materials/LPIPS.png -------------------------------------------------------------------------------- /utils/dg_param_controls/metadata/fname_filters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/metadata/fname_filters.py -------------------------------------------------------------------------------- /utils/dg_param_controls/metadata/fnames_tin.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/metadata/fnames_tin.pkl -------------------------------------------------------------------------------- /utils/dg_param_controls/metadata/fnames_tin_test.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/metadata/fnames_tin_test.pkl -------------------------------------------------------------------------------- /utils/dg_param_controls/metadata/fnames_tin_val.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/metadata/fnames_tin_val.pkl -------------------------------------------------------------------------------- /utils/dg_param_controls/metadata/indices_in_1k.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/metadata/indices_in_1k.py -------------------------------------------------------------------------------- /utils/dg_param_controls/metadata/tin_wnids.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/metadata/tin_wnids.txt -------------------------------------------------------------------------------- /utils/dg_param_controls/modules/custom_datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/modules/custom_datasets.py -------------------------------------------------------------------------------- /utils/dg_param_controls/modules/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/modules/datasets.py -------------------------------------------------------------------------------- /utils/dg_param_controls/modules/pretrained_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/modules/pretrained_models.py -------------------------------------------------------------------------------- /utils/dg_param_controls/modules/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/modules/train.py -------------------------------------------------------------------------------- /utils/dg_param_controls/modules/validate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/modules/validate.py -------------------------------------------------------------------------------- /utils/dg_param_controls/utils_dg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/dg_param_controls/utils_dg.py -------------------------------------------------------------------------------- /utils/download.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/download.py -------------------------------------------------------------------------------- /utils/download.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/download.sh -------------------------------------------------------------------------------- /utils/eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/eval.py -------------------------------------------------------------------------------- /utils/experiment_setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/experiment_setup.py -------------------------------------------------------------------------------- /utils/framework_setter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/framework_setter.py -------------------------------------------------------------------------------- /utils/grid_analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/grid_analysis.py -------------------------------------------------------------------------------- /utils/histogram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/histogram.py -------------------------------------------------------------------------------- /utils/labeler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/labeler.py -------------------------------------------------------------------------------- /utils/qualitatives.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/qualitatives.py -------------------------------------------------------------------------------- /utils/scatter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/scatter.py -------------------------------------------------------------------------------- /utils/scores.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/scores.py -------------------------------------------------------------------------------- /utils/visual_encoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/visual_encoding.py -------------------------------------------------------------------------------- /utils/wrapper_nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edw2n/ImageNet-ES/HEAD/utils/wrapper_nn.py --------------------------------------------------------------------------------