├── assets
    ├── teaser.jpg
    ├── data_pipeline.jpg
    ├── matanyone1vs2.jpg
    └── matanyone2_logo.png
└── README.md


/assets/teaser.jpg:
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https://raw.githubusercontent.com/pq-yang/MatAnyone2/HEAD/assets/teaser.jpg


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/assets/data_pipeline.jpg:
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https://raw.githubusercontent.com/pq-yang/MatAnyone2/HEAD/assets/data_pipeline.jpg


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/assets/matanyone1vs2.jpg:
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https://raw.githubusercontent.com/pq-yang/MatAnyone2/HEAD/assets/matanyone1vs2.jpg


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/assets/matanyone2_logo.png:
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https://raw.githubusercontent.com/pq-yang/MatAnyone2/HEAD/assets/matanyone2_logo.png


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/README.md:
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 1 | <div align="center">
 2 | <div style="text-align: center;">
 3 |     <img src="./assets/matanyone2_logo.png" alt="MatAnyone Logo" style="height: 52px;">
 4 |     <h2>Scaling Video Matting via a Learned Quality Evaluator</h2>
 5 | </div>
 6 | 
 7 | <div>
 8 |     <a href='https://pq-yang.github.io/' target='_blank'>Peiqing Yang</a><sup>1</sup>&emsp;
 9 |     <a href='https://shangchenzhou.com/' target='_blank'>Shangchen Zhou</a><sup>1†</sup>&emsp;
10 |     <a href="https://www.linkedin.com/in/kai-hao-794321382/" target='_blank'>Kai Hao</a><sup>1</sup>&emsp;
11 |     <a href="https://scholar.google.com.sg/citations?user=fMXnSGMAAAAJ&hl=en/" target='_blank'>Qingyi Tao</a><sup>2</sup>&emsp;
12 | </div>
13 | <div>
14 |     <sup>1</sup>S-Lab, Nanyang Technological University&emsp; 
15 |     <sup>2</sup>SenseTime Research, Singapore&emsp; 
16 |     <br>
17 |     <sup>†</sup>Project lead
18 | </div>
19 | 
20 | 
21 | <div>
22 |     <h4 align="center">
23 |         <a href="https://pq-yang.github.io/projects/MatAnyone2/" target='_blank'>
24 |         <img src="https://img.shields.io/badge/😈-Project%20Page-blue">
25 |         </a>
26 |         <a href="https://arxiv.org/abs/2512.11782" target='_blank'>
27 |         <img src="https://img.shields.io/badge/arXiv-2501.14677-b31b1b.svg">
28 |         </a>
29 |         <a href="https://www.youtube.com/watch?v=tyi8CNyjOhc&lc=Ugw1OS7z5QbW29RZCFZ4AaABAg" target='_blank'>
30 |         <img src="https://img.shields.io/badge/Demo%20Video-%23FF0000.svg?logo=YouTube&logoColor=white">
31 |         </a>
32 |         </a>
33 |         <img src="https://api.infinitescript.com/badgen/count?name=sczhou/MatAnyone2&ltext=Visitors&color=3977dd">
34 |     </h4>
35 | </div>
36 | 
37 | <strong>MatAnyone 2 is a practical human video matting framework that preserves fine details by avoiding segmentation-like boundaries, while also shows enhanced robustness under challenging real-world conditions.</strong>
38 | 
39 | <div style="width: 100%; text-align: center; margin:auto;">
40 |     <img style="width:100%" src="assets/teaser.jpg">
41 | </div>
42 | 
43 | :movie_camera: For more visual results, go checkout our <a href="https://pq-yang.github.io/projects/MatAnyone2/" target="_blank">project page</a>
44 | 
45 | ---
46 | </div>
47 | 
48 | 
49 | ## 📮 Update
50 | - [2025.12] This repo is created.
51 | 
52 | ## 🔎 Overview
53 | ![overall_structure](assets/matanyone1vs2.jpg)
54 | 
55 | ## 🛠️ Data Pipeline
56 | ![data_pipeline](assets/data_pipeline.jpg)
57 | 
58 | 
59 | ## 📑 Citation
60 | 
61 |    If you find our repo useful for your research, please consider citing our paper:
62 | 
63 |    ```bibtex
64 |   @InProceedings{yang2025matanyone2,
65 |       title     = {{MatAnyone 2}: Scaling Video Matting via a Learned Quality Evaluator},
66 |       author    = {Yang, Peiqing and Zhou, Shangchen and Hao, Kai and Tao, Qingyi},
67 |       booktitle = {arXiv preprint arXiv:2512.11782},
68 |       year      = {2025}
69 | }
70 |    ```
71 | 
72 | ## 📧 Contact
73 | 
74 | If you have any questions, please feel free to reach us at `peiqingyang99@outlook.com`. 
75 | 


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