From b2ae4b1360f979446bf66112cb68230641344c27 Mon Sep 17 00:00:00 2001 From: pq-yang Date: Fri, 6 Mar 2026 10:00:32 +0000 Subject: [PATCH] release infer and demo --- .gitignore | 8 + LICENSE.txt | 42 + README.md | 106 +- assets/teaser_demo.gif | Bin 0 -> 9622061 bytes hugging_face/app.py | 1091 +++++++++++++++++ hugging_face/matanyone2_wrapper.py | 77 ++ hugging_face/requirements.txt | 35 + hugging_face/tools/__init__.py | 0 hugging_face/tools/base_segmenter.py | 129 ++ hugging_face/tools/download_util.py | 109 ++ hugging_face/tools/interact_tools.py | 99 ++ hugging_face/tools/mask_painter.py | 288 +++++ hugging_face/tools/misc.py | 131 ++ hugging_face/tools/painter.py | 215 ++++ inference_matanyone2.py | 155 +++ inputs/mask/test-sample1.png | Bin 0 -> 8328 bytes inputs/mask/test-sample2.png | Bin 0 -> 9644 bytes inputs/video/test-sample1/00000.jpg | Bin 0 -> 177403 bytes inputs/video/test-sample1/00001.jpg | Bin 0 -> 175270 bytes inputs/video/test-sample1/00002.jpg | Bin 0 -> 174570 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| 0 matanyone2/inference/image_feature_store.py | 56 + matanyone2/inference/inference_core.py | 550 +++++++++ matanyone2/inference/kv_memory_store.py | 348 ++++++ matanyone2/inference/memory_manager.py | 453 +++++++ matanyone2/inference/object_info.py | 24 + matanyone2/inference/object_manager.py | 149 +++ matanyone2/inference/utils/__init__.py | 0 matanyone2/inference/utils/args_utils.py | 30 + matanyone2/model/__init__.py | 0 matanyone2/model/aux_modules.py | 93 ++ matanyone2/model/big_modules.py | 366 ++++++ matanyone2/model/channel_attn.py | 39 + matanyone2/model/group_modules.py | 126 ++ matanyone2/model/matanyone2.py | 338 +++++ matanyone2/model/modules.py | 150 +++ matanyone2/model/transformer/__init__.py | 0 .../model/transformer/object_summarizer.py | 90 ++ .../model/transformer/object_transformer.py | 206 ++++ .../model/transformer/positional_encoding.py | 110 ++ .../model/transformer/transformer_layers.py | 161 +++ matanyone2/model/utils/__init__.py | 0 matanyone2/model/utils/memory_utils.py | 107 ++ matanyone2/model/utils/parameter_groups.py | 72 ++ matanyone2/model/utils/resnet.py | 179 +++ matanyone2/utils/__init__.py | 0 matanyone2/utils/device.py | 33 + matanyone2/utils/get_default_model.py | 27 + matanyone2/utils/inference_utils.py | 54 + matanyone2/utils/tensor_utils.py | 62 + pyproject.toml | 64 + 85 files changed, 6520 insertions(+), 3 deletions(-) create mode 100644 .gitignore create mode 100644 LICENSE.txt create mode 100644 assets/teaser_demo.gif create mode 100644 hugging_face/app.py create mode 100644 hugging_face/matanyone2_wrapper.py create mode 100644 hugging_face/requirements.txt create mode 100644 hugging_face/tools/__init__.py create mode 100644 hugging_face/tools/base_segmenter.py create mode 100644 hugging_face/tools/download_util.py create mode 100644 hugging_face/tools/interact_tools.py create mode 100644 hugging_face/tools/mask_painter.py create mode 100644 hugging_face/tools/misc.py create mode 100644 hugging_face/tools/painter.py create mode 100644 inference_matanyone2.py create mode 100644 inputs/mask/test-sample1.png create mode 100644 inputs/mask/test-sample2.png create mode 100644 inputs/video/test-sample1/00000.jpg create mode 100644 inputs/video/test-sample1/00001.jpg create mode 100644 inputs/video/test-sample1/00002.jpg create mode 100644 inputs/video/test-sample1/00003.jpg create mode 100644 inputs/video/test-sample1/00004.jpg create mode 100644 inputs/video/test-sample1/00005.jpg create mode 100644 inputs/video/test-sample1/00006.jpg create mode 100644 inputs/video/test-sample1/00007.jpg create mode 100644 inputs/video/test-sample1/00008.jpg create mode 100644 inputs/video/test-sample1/00009.jpg create mode 100644 inputs/video/test-sample1/00010.jpg create mode 100644 inputs/video/test-sample1/00011.jpg create mode 100644 inputs/video/test-sample1/00012.jpg create mode 100644 inputs/video/test-sample1/00013.jpg create mode 100644 inputs/video/test-sample1/00014.jpg create 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matanyone2/config/eval_matanyone_config.yaml create mode 100644 matanyone2/config/hydra/job_logging/custom-no-rank.yaml create mode 100644 matanyone2/config/hydra/job_logging/custom.yaml create mode 100644 matanyone2/config/model/base.yaml create mode 100644 matanyone2/inference/__init__.py create mode 100644 matanyone2/inference/image_feature_store.py create mode 100644 matanyone2/inference/inference_core.py create mode 100644 matanyone2/inference/kv_memory_store.py create mode 100644 matanyone2/inference/memory_manager.py create mode 100644 matanyone2/inference/object_info.py create mode 100644 matanyone2/inference/object_manager.py create mode 100644 matanyone2/inference/utils/__init__.py create mode 100644 matanyone2/inference/utils/args_utils.py create mode 100644 matanyone2/model/__init__.py create mode 100644 matanyone2/model/aux_modules.py create mode 100644 matanyone2/model/big_modules.py create mode 100644 matanyone2/model/channel_attn.py create mode 100644 matanyone2/model/group_modules.py create mode 100644 matanyone2/model/matanyone2.py create mode 100644 matanyone2/model/modules.py create mode 100644 matanyone2/model/transformer/__init__.py create mode 100644 matanyone2/model/transformer/object_summarizer.py create mode 100644 matanyone2/model/transformer/object_transformer.py create mode 100644 matanyone2/model/transformer/positional_encoding.py create mode 100644 matanyone2/model/transformer/transformer_layers.py create mode 100644 matanyone2/model/utils/__init__.py create mode 100644 matanyone2/model/utils/memory_utils.py create mode 100644 matanyone2/model/utils/parameter_groups.py create mode 100644 matanyone2/model/utils/resnet.py create mode 100644 matanyone2/utils/__init__.py create mode 100644 matanyone2/utils/device.py create mode 100644 matanyone2/utils/get_default_model.py create mode 100644 matanyone2/utils/inference_utils.py create mode 100644 matanyone2/utils/tensor_utils.py create mode 100644 pyproject.toml diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b1de70c --- /dev/null +++ b/.gitignore @@ -0,0 +1,8 @@ +__pycache__/ +.vscode/ +.DS_Store +hugging_face/assets/ +results/ +test_sample/ +pretrained_models/ +data/ \ No newline at end of file diff --git a/LICENSE.txt b/LICENSE.txt new file mode 100644 index 0000000..111bd76 --- /dev/null +++ b/LICENSE.txt @@ -0,0 +1,42 @@ +# S-Lab License 1.0 + +Copyright 2023 S-Lab + +Redistribution and use for non-commercial purpose in source and +binary forms, with or without modification, are permitted provided +that the following conditions are met: + +1. Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + +3. Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived + from this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +In the event that redistribution and/or use for commercial purpose in +source or binary forms, with or without modification is required, +please contact the contributor(s) of the work. + + +--- +For inquiries permission for commercial use, please consult our team: +Peiqing Yang (peiqingyang99@outlook.com), +Dr. Shangchen Zhou (shangchenzhou@gmail.com), +Prof. Chen Change Loy (ccloy@ntu.edu.sg) diff --git a/README.md b/README.md index 9ef7aa3..71d8d79 100644 --- a/README.md +++ b/README.md @@ -47,11 +47,96 @@ ## 📮 Update +- [2026.03] Release inference codes and gradio demo. - [2025.12] This repo is created. + +## 🏄🏻‍♀️ TODO +- [x] Release inference codes and gradio demo. +- [ ] Release evaluation codes. +- [ ] Release training codes for video matting model. +- [ ] Release checkpoint and training codes for quality evaluator model. +- [ ] Release real-world video matting dataset **VMReal**. + + ## 🔎 Overview ![overall_structure](assets/matanyone1vs2.jpg) +## 🔧 Installation +1. Clone Repo + ```bash + git clone https://github.com/pq-yang/MatAnyone2 + cd MatAnyone2 + ``` + +2. Create Conda Environment and Install Dependencies + ```bash + # create new conda env + conda create -n matanyone2 python=3.10 -y + conda activate matanyone2 + + # install python dependencies + pip install -e . + # [optional] install python dependencies for gradio demo + pip3 install -r hugging_face/requirements.txt + ``` + +## 🔥 Inference + +### Download Model +Download our pretrained model from [MatAnyone 2](https://github.com/pq-yang/MatAnyone2/releases/download/v1.0.0/matanyone2.pth) to the `pretrained_models` folder (pretrained model can also be automatically downloaded during the first inference). + +The directory structure will be arranged as: +``` +pretrained_models + |- matanyone2.pth +``` + +### Quick Test +We provide some examples in the [`inputs`](./inputs) folder. **For each run, we take a video and its first-frame segmenatation mask as input.** The segmenation mask could be obtained from interactive segmentation models such as [SAM2 demo](https://huggingface.co/spaces/fffiloni/SAM2-Image-Predictor). For example, the directory structure can be arranged as: +``` +inputs + |- video + |- test-sample1 # folder containing all frames + |- test-sample2.mp4 # .mp4, .mov, .avi + |- mask + |- test-sample1.png # mask for targer person(s) + |- test-sample2.png +``` +Run the following command to try it out: + +```shell +# intput format: video folder +python inference_matanyone2.py -i inputs/video/test-sample1 -m inputs/mask/test-sample1.png + +# intput format: mp4 +python inference_matanyone2.py -i inputs/video/test-sample2.mp4 -m inputs/mask/test-sample2.png + +``` +The results will be saved in the `results` folder, including the foreground output video and the alpha output video. +- If you want to save the results as per-frame images, you can set `--save_image`. +- If you want to set a limit for the maximum input resolution, you can set `--max_size`, and the video will be downsampled if min(w, h) exceeds. By default, we don't set the limit. + +## 🎪 Interactive Demo +To get rid of the preparation for first-frame segmentation mask, we prepare a gradio demo on [hugging face](https://huggingface.co/spaces/PeiqingYang/MatAnyone2) and could also **launch locally**. Just drop your video/image, assign the target masks with a few clicks, and get the the matting results! + +*We integrate MatAnyone Series in the demo. [MatAnyone 2](https://github.com/pq-yang/MatAnyone2) is the default model. You can also choose [MatAnyone](https://github.com/pq-yang/MatAnyone) as your processing model in "Model Selection".* + +```shell +cd hugging_face + +# install python dependencies +pip3 install -r requirements.txt # FFmpeg required + +# launch the demo +python app.py +``` + +By launching, an interactive interface will appear as follow. + +![overall_teaser](assets/teaser_demo.gif) + + ## 🛠️ Data Pipeline ![data_pipeline](assets/data_pipeline.jpg) @@ -61,14 +146,29 @@ If you find our repo useful for your research, please consider citing our paper: ```bibtex - @InProceedings{yang2025matanyone2, + @InProceedings{yang2026matanyone2, title = {{MatAnyone 2}: Scaling Video Matting via a Learned Quality Evaluator}, author = {Yang, Peiqing and Zhou, Shangchen and Hao, Kai and Tao, Qingyi}, - booktitle = {arXiv preprint arXiv:2512.11782}, + booktitle = {CVPR}, + year = {2026} + } + + @inProceedings{yang2025matanyone, + title = {{MatAnyone}: Stable Video Matting with Consistent Memory Propagation}, + author = {Yang, Peiqing and Zhou, Shangchen and Zhao, Jixin and Tao, Qingyi and Loy, Chen Change}, + booktitle = {CVPR}, year = {2025} -} + } ``` +## 📝 License + +This project is licensed under NTU S-Lab License 1.0. Redistribution and use should follow this license. + +## 👏 Acknowledgement + +This project is built upon [MatAnyone](https://github.com/pq-yang/MatAnyone) and [Cutie](https://github.com/hkchengrex/Cutie), with matting dataset files adapted from [RVM](https://github.com/PeterL1n/RobustVideoMatting). The interactive demo is adapted from [ProPainter](https://github.com/sczhou/ProPainter), leveraging segmentation capabilities from [Segment Anything Model](https://github.com/facebookresearch/segment-anything) and [Segment Anything Model 2](https://github.com/facebookresearch/sam2). Thanks for their awesome works! + ## 📧 Contact If you have any questions, please feel free to reach us at `peiqingyang99@outlook.com`. diff --git a/assets/teaser_demo.gif b/assets/teaser_demo.gif new file mode 100644 index 0000000000000000000000000000000000000000..04c0787edb268ec7402722e6fc98f092a6051e5a GIT binary patch literal 9622061 zcmV)AK*YaCNk%w1VN?d_1AqVk00000001HX3r85$V+`T6w!*!1-D2@eef6cGUq5djSiBP=8i z5e^3%8d+dJ0SgWe5)c9r4i_RB6b}p!9Ty!D4)Olb_5IgVRyg(c^$ZvkA`=bu|J(}< z3=tMkft5J}_!-NMT|>b9r4jLNgQ%4)F2tZFE*B z6%X(J%IEOKVq`{JV?a_@KWcDM8XOr5As=LIQYSDWKqL)?i)&e2K~`KlOezcK=jJdV z7G`ZqR#`Yqu27GcZIhXHc!68=|I{};CuV9*0~8p=&!TU4Q$Z2Qagx`Zdh7BQd&GPHzam_SoHnh?CtC(AQVxr zRi>?ll$~&ji;B(IrZ6`xsre1vM>;NE&({Vj%brcUw(Z-vbL-yCySMM(z=I1PPQ1ABhamn39*88CXd;Oaov0#+9);uLi!W-3 z;esEnXyc723N#^(A3BubNizm1+*w4m642M+pwZfI#L{X@CI^;N&4) z{{iUGfMA9x=9pxbY37+|iuqD_X$sh-efW9V7Joh>DIrWS=BXz{Wg-;hoAjNjRge&3 zSg4Q`+NtQG0DQuuhz>c*V@g#Bay<7HnX^_uM0Z zmIO_S@yiP<)Gd6#7Hjj(HYY@*sk=_tD6(zN%pS9Fx#=Z 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