├── LICENSE ├── README.md ├── ReVIOSa ├── README.md ├── model │ ├── configs │ │ ├── reviosa_1b.py │ │ ├── reviosa_1b_mevis.py │ │ ├── reviosa_1b_youtube.py │ │ ├── reviosa_4b.py │ │ ├── reviosa_4b_mevis.py │ │ └── reviosa_4b_youtube.py │ ├── datasets │ │ ├── InterRVOS_Dataset.py │ │ ├── MeVIS_Dataset.py │ │ ├── ReVOS_Dataset.py │ │ ├── RefYoutubeVOS_Dataset.py │ │ ├── __init__.py │ │ ├── collect_fns.py │ │ └── encode_fn.py │ ├── deepspeed_zero2_sam2.json │ ├── evaluation │ │ ├── dataset │ │ │ ├── __init__.py │ │ │ ├── base_eval_dataset.py │ │ │ └── refVOS.py │ │ ├── dist_test.sh │ │ ├── ref_vos_eval.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── dist.py │ │ │ ├── refcoco_refer.py │ │ │ └── utils_refcoco.py │ ├── hf │ │ ├── convert_to_hf.py │ │ └── models │ │ │ ├── configuration_intern_vit.py │ │ │ ├── configuration_internlm2.py │ │ │ ├── configuration_phi3.py │ │ │ ├── configuration_reviosa_chat.py │ │ │ ├── flash_attention.py │ │ │ ├── modeling_intern_vit.py │ │ │ ├── modeling_internlm2.py │ │ │ ├── modeling_phi3.py │ │ │ ├── modeling_reviosa_chat.py │ │ │ ├── sam2.py │ │ │ ├── templates.py │ │ │ ├── tokenization_internlm2.py │ │ │ └── tokenization_internlm2_fast.py │ └── models │ │ ├── __init__.py │ │ ├── extension │ │ ├── __init__.py │ │ └── sam2_base.py │ │ ├── internvl.py │ │ ├── lisa.py │ │ ├── predictor │ │ ├── __init__.py │ │ └── sam2_predictor.py │ │ ├── preprocess │ │ └── image_resize.py │ │ ├── reviosa.py │ │ ├── sam2_train.py │ │ └── utils.py ├── scripts │ ├── convert_hf.sh │ ├── eval_davis.sh │ ├── eval_interrvos.sh │ ├── eval_interrvos_target.sh │ ├── eval_mevis.sh │ ├── inference_davis.sh │ ├── inference_interrvos.sh │ ├── inference_mevis_valid.sh │ ├── inference_mevis_valid_u.sh │ ├── inference_youtube.sh │ └── train.sh ├── third_parts │ ├── __init__.py │ ├── mmdet │ │ ├── datasets │ │ │ └── refcoco.py │ │ └── models │ │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── accuracy.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── dice_loss.py │ │ │ └── utils.py │ │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── point_sample.py │ ├── revos │ │ └── utils │ │ │ └── metrics.py │ ├── sam2 │ │ ├── __init__.py │ │ ├── automatic_mask_generator.py │ │ ├── build_sam.py │ │ ├── csrc │ │ │ └── connected_components.cu │ │ ├── modeling │ │ │ ├── __init__.py │ │ │ ├── backbones │ │ │ │ ├── __init__.py │ │ │ │ ├── hieradet.py │ │ │ │ ├── image_encoder.py │ │ │ │ └── utils.py │ │ │ ├── memory_attention.py │ │ │ ├── memory_encoder.py │ │ │ ├── position_encoding.py │ │ │ ├── sam │ │ │ │ ├── __init__.py │ │ │ │ ├── mask_decoder.py │ │ │ │ ├── prompt_encoder.py │ │ │ │ └── transformer.py │ │ │ ├── sam2_base.py │ │ │ └── sam2_utils.py │ │ ├── sam2_configs │ │ │ ├── __init__.py │ │ │ ├── sam2_hiera_b+.yaml │ │ │ ├── sam2_hiera_l.yaml │ │ │ ├── sam2_hiera_s.yaml │ │ │ └── sam2_hiera_t.yaml │ │ ├── sam2_image_predictor.py │ │ ├── sam2_video_predictor.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── amg.py │ │ │ ├── misc.py │ │ │ └── transforms.py │ └── 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