├── .gitignore ├── LICENSE ├── README.md ├── assets ├── harmonization.jpg ├── matanyone_logo.png ├── pipeline.jpg ├── teaser.jpg └── teaser_demo.gif ├── evaluation ├── eval_yt_hr.py ├── eval_yt_lr.py ├── infer_batch_hr.sh ├── infer_batch_lr.sh └── inference_matanyone_yt.py ├── hugging_face ├── app.py ├── matanyone_wrapper.py ├── requirements.txt └── tools │ ├── __init__.py │ ├── base_segmenter.py │ ├── download_util.py │ ├── interact_tools.py │ ├── mask_painter.py │ ├── misc.py │ └── painter.py ├── inference_hf.py ├── inference_matanyone.py ├── inputs ├── mask │ ├── test-sample0_1.png │ ├── test-sample0_2.png │ ├── test-sample1.png │ ├── test-sample2.png │ └── test-sample3.png └── video │ ├── test-sample0 │ ├── 0000.jpg │ ├── 0001.jpg │ ├── 0002.jpg │ ├── 0003.jpg │ ├── 0004.jpg │ ├── 0005.jpg │ ├── 0006.jpg │ ├── 0007.jpg │ ├── 0008.jpg │ ├── 0009.jpg │ ├── 0010.jpg │ ├── 0011.jpg │ ├── 0012.jpg │ ├── 0013.jpg │ ├── 0014.jpg │ ├── 0015.jpg │ ├── 0016.jpg │ ├── 0017.jpg │ ├── 0018.jpg │ ├── 0019.jpg │ ├── 0020.jpg │ ├── 0021.jpg │ ├── 0022.jpg │ ├── 0023.jpg │ ├── 0024.jpg │ ├── 0025.jpg │ ├── 0026.jpg │ ├── 0027.jpg │ ├── 0028.jpg │ ├── 0029.jpg │ ├── 0030.jpg │ ├── 0031.jpg │ ├── 0032.jpg │ ├── 0033.jpg │ ├── 0034.jpg │ ├── 0035.jpg │ ├── 0036.jpg │ ├── 0037.jpg │ ├── 0038.jpg │ ├── 0039.jpg │ ├── 0040.jpg │ ├── 0041.jpg │ ├── 0042.jpg │ ├── 0043.jpg │ ├── 0044.jpg │ ├── 0045.jpg │ ├── 0046.jpg │ ├── 0047.jpg │ ├── 0048.jpg │ ├── 0049.jpg │ ├── 0050.jpg │ ├── 0051.jpg │ ├── 0052.jpg │ ├── 0053.jpg │ ├── 0054.jpg │ ├── 0055.jpg │ ├── 0056.jpg │ ├── 0057.jpg │ ├── 0058.jpg │ ├── 0059.jpg │ ├── 0060.jpg │ ├── 0061.jpg │ ├── 0062.jpg │ ├── 0063.jpg │ ├── 0064.jpg │ ├── 0065.jpg │ ├── 0066.jpg │ ├── 0067.jpg │ ├── 0068.jpg │ ├── 0069.jpg │ ├── 0070.jpg │ └── 0071.jpg │ ├── test-sample1.mp4 │ ├── test-sample2.mp4 │ └── test-sample3.mp4 ├── matanyone ├── __init__.py ├── config │ ├── __init__.py │ ├── eval_matanyone_config.yaml │ ├── hydra │ │ └── job_logging │ │ │ ├── custom-no-rank.yaml │ │ │ └── custom.yaml │ └── model │ │ └── base.yaml ├── inference │ ├── __init__.py │ ├── image_feature_store.py │ ├── inference_core.py │ ├── kv_memory_store.py │ ├── memory_manager.py │ ├── object_info.py │ ├── object_manager.py │ └── utils │ │ ├── __init__.py │ │ └── args_utils.py ├── model │ ├── __init__.py │ ├── aux_modules.py │ ├── big_modules.py │ ├── channel_attn.py │ ├── group_modules.py │ ├── matanyone.py │ ├── modules.py │ ├── transformer │ │ ├── __init__.py │ │ ├── object_summarizer.py │ │ ├── object_transformer.py │ │ ├── positional_encoding.py │ │ └── transformer_layers.py │ └── utils │ │ ├── __init__.py │ │ ├── memory_utils.py │ │ ├── parameter_groups.py │ │ └── resnet.py └── utils │ ├── __init__.py │ ├── device.py │ ├── get_default_model.py │ ├── inference_utils.py │ └── tensor_utils.py └── pyproject.toml /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/README.md -------------------------------------------------------------------------------- /assets/harmonization.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/assets/harmonization.jpg -------------------------------------------------------------------------------- /assets/matanyone_logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/assets/matanyone_logo.png -------------------------------------------------------------------------------- /assets/pipeline.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/assets/pipeline.jpg -------------------------------------------------------------------------------- /assets/teaser.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/assets/teaser.jpg -------------------------------------------------------------------------------- /assets/teaser_demo.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/assets/teaser_demo.gif -------------------------------------------------------------------------------- /evaluation/eval_yt_hr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/evaluation/eval_yt_hr.py -------------------------------------------------------------------------------- /evaluation/eval_yt_lr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/evaluation/eval_yt_lr.py -------------------------------------------------------------------------------- /evaluation/infer_batch_hr.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/evaluation/infer_batch_hr.sh -------------------------------------------------------------------------------- /evaluation/infer_batch_lr.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/evaluation/infer_batch_lr.sh -------------------------------------------------------------------------------- /evaluation/inference_matanyone_yt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/evaluation/inference_matanyone_yt.py -------------------------------------------------------------------------------- /hugging_face/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/app.py -------------------------------------------------------------------------------- /hugging_face/matanyone_wrapper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/matanyone_wrapper.py -------------------------------------------------------------------------------- /hugging_face/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/requirements.txt -------------------------------------------------------------------------------- /hugging_face/tools/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /hugging_face/tools/base_segmenter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/tools/base_segmenter.py -------------------------------------------------------------------------------- /hugging_face/tools/download_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/tools/download_util.py -------------------------------------------------------------------------------- /hugging_face/tools/interact_tools.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/tools/interact_tools.py -------------------------------------------------------------------------------- /hugging_face/tools/mask_painter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/tools/mask_painter.py -------------------------------------------------------------------------------- /hugging_face/tools/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/tools/misc.py -------------------------------------------------------------------------------- /hugging_face/tools/painter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/hugging_face/tools/painter.py -------------------------------------------------------------------------------- /inference_hf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inference_hf.py -------------------------------------------------------------------------------- /inference_matanyone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inference_matanyone.py -------------------------------------------------------------------------------- /inputs/mask/test-sample0_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/mask/test-sample0_1.png -------------------------------------------------------------------------------- /inputs/mask/test-sample0_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/mask/test-sample0_2.png -------------------------------------------------------------------------------- /inputs/mask/test-sample1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/mask/test-sample1.png -------------------------------------------------------------------------------- /inputs/mask/test-sample2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/mask/test-sample2.png -------------------------------------------------------------------------------- /inputs/mask/test-sample3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/mask/test-sample3.png -------------------------------------------------------------------------------- /inputs/video/test-sample0/0000.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0000.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0001.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0001.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0002.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0002.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0003.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0003.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0004.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0004.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0005.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0005.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0006.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0006.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0007.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0007.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0008.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0008.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0009.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0009.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0010.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0010.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0011.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0011.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0012.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0012.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0013.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0013.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0014.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0014.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0015.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0015.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0016.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0016.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0017.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0017.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0018.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0018.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0019.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0019.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0020.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0020.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0021.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0021.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0022.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0022.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0023.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0023.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0024.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0024.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0025.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0025.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0026.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0026.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0027.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0027.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0028.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0028.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0029.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0029.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0030.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0030.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0031.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0031.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0032.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0032.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0033.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0033.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0034.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0034.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0035.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0035.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0036.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0036.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0037.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0037.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0038.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0038.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0039.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0039.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0040.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0040.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0041.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0041.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0042.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0042.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0043.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0043.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0044.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0044.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0045.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0045.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0046.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0046.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0047.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0047.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0048.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0048.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0049.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0049.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0050.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0050.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0051.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0051.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0052.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0052.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0053.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0053.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0054.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0054.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0055.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0055.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0056.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0056.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0057.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0057.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0058.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0058.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0059.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0059.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0060.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0060.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0061.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0061.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0062.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0062.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0063.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0063.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0064.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0064.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0065.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0065.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0066.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0066.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0067.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0067.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0068.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0068.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0069.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0069.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0070.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0070.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample0/0071.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample0/0071.jpg -------------------------------------------------------------------------------- /inputs/video/test-sample1.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample1.mp4 -------------------------------------------------------------------------------- /inputs/video/test-sample2.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample2.mp4 -------------------------------------------------------------------------------- /inputs/video/test-sample3.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/inputs/video/test-sample3.mp4 -------------------------------------------------------------------------------- /matanyone/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/__init__.py -------------------------------------------------------------------------------- /matanyone/config/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /matanyone/config/eval_matanyone_config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/config/eval_matanyone_config.yaml -------------------------------------------------------------------------------- /matanyone/config/hydra/job_logging/custom-no-rank.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/config/hydra/job_logging/custom-no-rank.yaml -------------------------------------------------------------------------------- /matanyone/config/hydra/job_logging/custom.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/config/hydra/job_logging/custom.yaml -------------------------------------------------------------------------------- /matanyone/config/model/base.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/config/model/base.yaml -------------------------------------------------------------------------------- /matanyone/inference/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /matanyone/inference/image_feature_store.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/inference/image_feature_store.py -------------------------------------------------------------------------------- /matanyone/inference/inference_core.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/inference/inference_core.py -------------------------------------------------------------------------------- /matanyone/inference/kv_memory_store.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/inference/kv_memory_store.py -------------------------------------------------------------------------------- /matanyone/inference/memory_manager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/inference/memory_manager.py -------------------------------------------------------------------------------- /matanyone/inference/object_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/inference/object_info.py -------------------------------------------------------------------------------- /matanyone/inference/object_manager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/inference/object_manager.py -------------------------------------------------------------------------------- /matanyone/inference/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /matanyone/inference/utils/args_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/inference/utils/args_utils.py -------------------------------------------------------------------------------- /matanyone/model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /matanyone/model/aux_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/aux_modules.py -------------------------------------------------------------------------------- /matanyone/model/big_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/big_modules.py -------------------------------------------------------------------------------- /matanyone/model/channel_attn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/channel_attn.py -------------------------------------------------------------------------------- /matanyone/model/group_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/group_modules.py -------------------------------------------------------------------------------- /matanyone/model/matanyone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/matanyone.py -------------------------------------------------------------------------------- /matanyone/model/modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/modules.py -------------------------------------------------------------------------------- /matanyone/model/transformer/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /matanyone/model/transformer/object_summarizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/transformer/object_summarizer.py -------------------------------------------------------------------------------- /matanyone/model/transformer/object_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/transformer/object_transformer.py -------------------------------------------------------------------------------- /matanyone/model/transformer/positional_encoding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/transformer/positional_encoding.py -------------------------------------------------------------------------------- /matanyone/model/transformer/transformer_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/transformer/transformer_layers.py -------------------------------------------------------------------------------- /matanyone/model/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /matanyone/model/utils/memory_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/utils/memory_utils.py -------------------------------------------------------------------------------- /matanyone/model/utils/parameter_groups.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/utils/parameter_groups.py -------------------------------------------------------------------------------- /matanyone/model/utils/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/model/utils/resnet.py -------------------------------------------------------------------------------- /matanyone/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /matanyone/utils/device.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/utils/device.py -------------------------------------------------------------------------------- /matanyone/utils/get_default_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/utils/get_default_model.py -------------------------------------------------------------------------------- /matanyone/utils/inference_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/utils/inference_utils.py -------------------------------------------------------------------------------- /matanyone/utils/tensor_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/matanyone/utils/tensor_utils.py -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pq-yang/MatAnyone/HEAD/pyproject.toml --------------------------------------------------------------------------------