├── .gitignore ├── README.md ├── data ├── README.md ├── aircraft_image_folder_generator.py ├── cars_image_folder_generator.py ├── celeba_image_folder_generator.py ├── cub_image_folder_generator.py ├── dogs_image_folder_generator.py ├── dtd_image_folder_generator.py ├── flowers_image_folder_generator.py ├── food11_image_folder_generator.py ├── mit67_image_folder_generator.py ├── pets_image_folder_generator.py ├── places_image_folder_generator.py ├── stanford40_image_folder_generator.py ├── webfg_496_check.py ├── webfg_496_image_folder_generator.py └── webvision_image_folder_generator.py ├── downstream ├── README.md ├── active │ ├── methods │ │ ├── __init__.py │ │ ├── badge.py │ │ ├── coreset.py │ │ ├── entropy.py │ │ ├── random.py │ │ └── strategy.py │ ├── models │ ├── run_active.sh │ ├── train.py │ └── util │ │ ├── __init__.py │ │ ├── dataset.py │ │ └── misc.py ├── detection │ ├── dataloaders │ │ ├── __init__.py │ │ └── datasets │ │ │ ├── aircraft_detection.py │ │ │ └── cars_detection.py │ ├── mAP │ │ ├── README.md │ │ ├── main.py │ │ └── scripts │ │ │ └── extra │ │ │ ├── README.md │ │ │ ├── class_list.txt │ │ │ ├── convert_dr_darkflow_json.py │ │ │ ├── convert_dr_yolo.py │ │ │ ├── convert_gt_xml.py │ │ │ ├── convert_gt_yolo.py │ │ │ ├── convert_keras-yolo3.py │ │ │ ├── find_class.py │ │ │ ├── intersect-gt-and-dr.py │ │ │ └── result.txt │ ├── run_detection.sh │ ├── train.py │ └── util │ │ └── misc.py ├── mining │ ├── methods │ │ ├── __init__.py │ │ ├── base.py │ │ ├── explicit_hard_sampling.py │ │ ├── explicit_hard_sampling_memory.py │ │ ├── hard_sampling.py │ │ └── simclr.py │ ├── models │ ├── run_hard_neg_mining.sh │ ├── train.py │ └── util │ │ ├── dataset.py │ │ ├── misc.py │ │ └── transform.py ├── opensemi │ ├── models │ ├── run_openmatch.sh │ ├── run_selftraining.sh │ ├── train.py │ └── util │ │ ├── dataset.py │ │ ├── methods.py │ │ ├── misc.py │ │ └── transform.py ├── segmentation │ ├── dataloaders │ │ ├── __init__.py │ │ ├── custom_transforms.py │ │ └── datasets │ │ │ ├── cub_segmentation.py │ │ │ └── pets_segmentation.py │ ├── modeling │ │ ├── aspp.py │ │ ├── backbone │ │ │ ├── __init__.py │ │ │ ├── drn.py │ │ │ ├── mobilenet.py │ │ │ ├── resnet.py │ │ │ └── xception.py │ │ ├── decoder.py │ │ ├── deeplab.py │ │ └── sync_batchnorm │ │ │ ├── __init__.py │ │ │ ├── batchnorm.py │ │ │ ├── comm.py │ │ │ ├── replicate.py │ │ │ └── unittest.py │ ├── run_segmentation.sh │ ├── train.py │ └── util │ │ ├── calculate_weights.py │ │ ├── loss.py │ │ ├── lr_scheduler.py │ │ ├── metrics.py │ │ ├── saver.py │ │ └── summaries.py ├── semisup │ ├── models │ ├── run_semisup.sh │ ├── train.py │ └── util │ │ ├── dataset.py │ │ ├── methods.py │ │ ├── misc.py │ │ └── transform.py └── weblysup │ ├── models │ ├── run_coteaching.sh │ ├── run_dividemix.sh │ ├── train.py │ └── util │ ├── dataset.py │ ├── methods.py │ ├── misc.py │ └── transform.py ├── models ├── __init__.py ├── dino_vit.py ├── efficientnet.py ├── mae_vit.py ├── 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