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Duplicate from Lijiaxin0111/M3_VOS
Browse filesCo-authored-by: SII-Jiaxin Li <Lijiaxin0111@users.noreply.huggingface.co>
This view is limited to 50 files because it contains too many changes. See raw diff
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- README.md +75 -0
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- data/Annotations/0001_open_cup_1/0000047.png +3 -0
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README.md
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---
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configs:
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- config_name: default
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data_files:
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- split: test
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path: m3vos_viewer_data_with_paths.jsonl
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license: apache-2.0
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task_categories:
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- video-classification
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language:
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- en
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- zh
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tags:
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- CVPR2025
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- video
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- segmentation
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- computer-vision
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- physical
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- M3-VOS
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pretty_name: M3-VOS
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size_categories:
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- n<1K
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---
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<h2 align="center">
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<a href="https://zixuan-chen.github.io/M-cube-VOS.github.io/">[CVPR 2025] M<sup>3</sup>-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation</a></h2>
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<h5 align="center">If you like our project, please give us a star ⭐ on GitHub for the latest update. </h5>
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## 💡 Description
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- **Venue:** CVPR2025
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- **Repository:** [🛠️Tool](https://github.com/Lijiaxin0111/SemiAuto-Multi-Level-Annotation-Tool), [🏠Page](https://zixuan-chen.github.io/M-cube-VOS.github.io/)
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- **Paper:** arxiv.org/html/2412.13803v2
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- **Point of Contact:** [Jiaxin Li](li_jiaxin@sjtu.edu.cn) , [Zixuan Chen](m13953842591@sjtu.edu.cn)
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### 📁 Structure
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This dataset contains annotated videos and images for object segmentation tasks with phase transition information. The directory structure and file descriptions are as follows:
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- `meta/`
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- `all_core_seqs.txt`: A list of core sequences used in the dataset.
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- `all_phase_transition.json`: Metadata describing the phase transition states of target objects.
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- `target_object.json`: Contains information about the target objects in each video sequence.
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- `data/`
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- `Annotations/`: Contains segmentation masks for the annotated target objects.
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- `Videos/`: The original video files corresponding to each sequence.
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- `JPEGImages/`: Extracted image frames from the videos.
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- `ImageSets/`
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- `val.txt`: A list of video sequences used for validation.
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For more details, please refer to our paper on arXiv: [2412.13803](https://arxiv.org/abs/2412.13803).
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## ✏️ Citation
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If you find our paper and code useful in your research, please consider giving a star and citation.
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```BibTeX
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@InProceedings{chen2024m3vos_2025_CVPR,
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author = {Zixuan Chen and Jiaxin Li and Liming Tan and Yejie Guo and Junxuan Liang and Cewu Lu and Yong-Lu Li},
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title = {M$^3$-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation},
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booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
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month = {June},
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year = {2025}
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}
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```
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