Adobe's Amodal Scene in the Wild (ASW) dataset

This repository provides image download link and mask annotations for the Amodal Scene in the Wild (ASW) dataset as described in the AAAI2024 paper:

Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion

Bowen Zhang, Qing Liu, Jianming Zhang, Yilin Wang, Akide Liu, Zhe Lin, Yifan Liu

Download image and annotation files

The 2,000 images in the evaluation set of ASW could be downloaded here. Their annotations, which include 14,969 high-quality amodal masks with occlusion ordering, could be found in the val_image_anno.json. To use the dataset, data_visualization.ipynb provides an example.

Citation

Please cite our AAAI2024 paper if you use the ASW dataset in your work.

@InProceedings{Zhang_2024_Amodal,
    author    = {Zhang, Bowen and Liu, Qing and Zhang, Jianming and Wang, Yilin and Liu, Akide and Lin, Zhe and Liu, Yifan},
    title     = {Amodal Scene Analysis via Holistic Occlusion Relation Inference and Generative Mask Completion},
    booktitle = {AAAI},
    year      = {2024},
}

License

This dataset is released under Adobe Research License. The license prohibits commercial use and allows for non-commercial research use.