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- ---
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- license: gpl-3.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: gpl-3.0
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+ tags:
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+ - human-pose-estimation
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+ - computer-vision
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+ - person-detection
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+ - amodal-person-detection
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+ size_categories:
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+ - 1K<n<10K
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+ task_categories:
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+ - keypoint-detection
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+ - object-detection
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+ language:
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+ - en
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+ ---
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+
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+ # CropCOCO Dataset
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+
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+ CropCOCO is a validation-only dataset of COCO val 2017 images cropped such that some keypoints annotations are outside of the image.
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+ It can be used for keypoint detection, out-of-image keypoint detection and localization, person detection and amodal person detection.
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+
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+ [![GitHub](https://img.shields.io/badge/GitHub-black?style=flat&logo=github&logoColor=white)](https://github.com/MiraPurkrabek/ProbPose_code)
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+ [![arXiv](https://img.shields.io/badge/arXiv-2412.02254-b31b1b?style=flat)](https://arxiv.org/abs/2412.02254)
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+ [![Website](https://img.shields.io/badge/Project%20Website-blue?style=flat&logo=google-chrome&logoColor=white)](https://mirapurkrabek.github.io/ProbPose/)
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+
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+
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+ ## 📦 Dataset Details
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+
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+ - **Total images**: 4,114
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+ - **Annotations**: COCO-style (bounding boxes, human keypoints, both in and out-of-image)
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+ - **Resolution**: Varies
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+ - **Format**: JSON annotations + JPG images
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+
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+ ## 🔍 Tasks
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+
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+ - **Human Pose Estimation**
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+ - **Person Detection**
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+ - **Amodal Person Detection**
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+
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+ ## 📄 Citation
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+
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+ If you use CropCOCO in your research, please cite:
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+
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+ ```bibtex
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+ @inproceedings{probpose2025,
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+ title={{ProbPose: A Probabilistic Approach to 2D Human Pose Estimation}},
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+ author={Miroslav Purkrabek and Jiri Matas},
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+ year={2025},
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+ booktitle={Computer Vision and Pattern Recognition (CVPR)},
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+ }
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+ ```
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+
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+ ## 🧑‍💻 Authors
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+
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+ - Miroslav Purkrabek ([personal website](https://github.com/MiraPurkrabek))
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+ - Jiri Matas ([personal website](https://cmp.felk.cvut.cz/~matas/))
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+