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sakshamsingh1/WIPER-bench

Object-WIPER: Training-Free Object and Associated Effect Removal in Videos WIPER-Bench is a evaluation real-world dataset for object removal. This benchmark was introduced in Object-WIPER (CVPR-26) paper. The dataset contains : videos (videos folder), frame-wise masks (mask folder) and metadata (metadata.csv). You can visualize by overlaying the mask using python overlay_masks.py script. You can annotate similar object masks in videos using sam3_mask_annotation_tool.… See the full description on the dataset page: https://huggingface.co/datasets/sakshamsingh1/WIPER-bench.

sourceHugging Faceotherupdated 5mo agoView on Hugging Face
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Object-WIPER: Training-Free Object and Associated Effect Removal in Videos

  • —WIPER-Bench is a evaluation real-world dataset for object removal.
  • —This benchmark was introduced in Object-WIPER (CVPR-26) paper.
  • —The dataset contains : videos (videos folder), frame-wise masks (mask folder) and metadata (metadata.csv).
  • —You can visualize by overlaying the mask using ``python overlay_masks.py`` script.
  • —You can annotate similar object masks in videos using sam3_mask_annotation_tool.

<p align="center"> <img src="./assets/wiperbenchstat.png" alt="Our benchmark" width="60%" /> </p>

<p align="center"> <img src="./assets/other_effects.png" alt="Our benchmark" width="60%" /> </p>