├── .gitmodules ├── README.md ├── configs ├── base_r50_4x_clip.yaml ├── lvis-base_in-l_r50_4x_4x_clip_gpt3_descriptions.yaml ├── lvis-base_in-l_r50_4x_4x_clip_image_exemplars_agg.yaml ├── lvis-base_in-l_r50_4x_4x_clip_image_exemplars_avg.yaml ├── lvis-base_in-l_r50_4x_4x_clip_multi_modal_agg.yaml ├── lvis-base_in-l_r50_4x_4x_clip_multi_modal_avg.yaml ├── lvis-base_r50_4x_clip_gpt3_descriptions.yaml ├── lvis-base_r50_4x_clip_image_exemplars_agg.yaml ├── lvis-base_r50_4x_clip_image_exemplars_avg.yaml ├── lvis-base_r50_4x_clip_multi_modal_agg.yaml └── lvis-base_r50_4x_clip_multi_modal_avg.yaml ├── datasets ├── README.md └── metadata │ ├── lvis_gpt3_text-davinci-002_descriptions_author.json │ ├── lvis_gpt3_text-davinci-002_features_author.npy │ ├── lvis_image_exemplar_dict_K-005_author.json │ ├── lvis_image_exemplar_features_agg_K-005_author.npy │ ├── lvis_image_exemplar_features_avg_K-005_author.npy │ ├── lvis_multi-modal_agg_K-005_author.npy │ ├── lvis_multi-modal_avg_K-005_author.npy │ ├── lvis_v1_clip_a+cname.npy │ └── lvis_v1_train_cat_info.json ├── docs ├── INSTALL.md ├── MODEL_ZOO.md └── teaser.jpg ├── mmovod ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-38.pyc │ ├── config.cpython-38.pyc │ └── custom_solver.cpython-38.pyc ├── config.py ├── custom_solver.py ├── data │ ├── __pycache__ │ │ ├── custom_build_augmentation.cpython-38.pyc │ │ ├── custom_dataset_dataloader.cpython-38.pyc │ │ ├── custom_dataset_mapper.cpython-38.pyc │ │ └── tar_dataset.cpython-38.pyc │ ├── custom_build_augmentation.py │ ├── custom_dataset_dataloader.py │ ├── custom_dataset_mapper.py │ ├── datasets │ │ ├── __pycache__ │ │ │ ├── cc.cpython-38.pyc │ │ │ ├── coco_zeroshot.cpython-38.pyc │ │ │ ├── imagenet.cpython-38.pyc │ │ │ ├── lvis_22k_categories.cpython-38.pyc │ │ │ ├── lvis_v1.cpython-38.pyc │ │ │ ├── objects365.cpython-38.pyc │ │ │ ├── oid.cpython-38.pyc │ │ │ └── register_oid.cpython-38.pyc │ │ ├── imagenet.py │ │ └── lvis_v1.py │ └── transforms │ │ ├── __pycache__ │ │ ├── custom_augmentation_impl.cpython-38.pyc │ │ └── custom_transform.cpython-38.pyc │ │ ├── custom_augmentation_impl.py │ │ └── custom_transform.py ├── modeling │ ├── __pycache__ │ │ ├── debug.cpython-38.pyc │ │ └── utils.cpython-38.pyc │ ├── backbone │ │ ├── __pycache__ │ │ │ ├── swintransformer.cpython-38.pyc │ │ │ └── timm.cpython-38.pyc │ │ ├── swintransformer.py │ │ └── timm.py │ ├── debug.py │ ├── meta_arch │ │ ├── __pycache__ │ │ │ ├── custom_rcnn.cpython-38.pyc │ │ │ └── d2_deformable_detr.cpython-38.pyc │ │ └── custom_rcnn.py │ ├── roi_heads │ │ ├── __pycache__ │ │ │ ├── detic_fast_rcnn.cpython-38.pyc │ │ │ ├── detic_roi_heads.cpython-38.pyc │ │ │ ├── res5_roi_heads.cpython-38.pyc │ │ │ └── zero_shot_classifier.cpython-38.pyc │ │ ├── detic_fast_rcnn.py │ │ ├── detic_roi_heads.py │ │ ├── res5_roi_heads.py │ │ └── zero_shot_classifier.py │ ├── text │ │ ├── __pycache__ │ │ │ └── text_encoder.cpython-38.pyc │ │ └── text_encoder.py │ └── utils.py └── predictor.py ├── requirements.txt ├── tools ├── collate_exemplar_dict.py ├── convert-thirdparty-pretrained-model-to-d2.py ├── create_imagenetlvis_json.py ├── dump_clip_features.py ├── dump_clip_features_lvis_sentences.py ├── generate_descriptions.py ├── generate_vision_classifier_agg.py ├── get_exemplars_tta.py ├── get_lvis_cat_info.py ├── norm_feat_sum_norm.py ├── remove_lvis_rare.py ├── sample_exemplars.py └── unzip_imagenet_lvis.py └── train_net_auto.py /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prannaykaul/mm-ovod/HEAD/.gitmodules -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/prannaykaul/mm-ovod/HEAD/README.md -------------------------------------------------------------------------------- /configs/base_r50_4x_clip.yaml: 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