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3D_Visual_Illusion_Depth_Estimation_Real

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The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 289, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 83, in _split_generators
                  raise ValueError(
              ValueError: The TAR archives of the dataset should be in WebDataset format, but the files in the archive don't share the same prefix or the same types.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 343, in get_dataset_split_names
                  info = get_dataset_config_info(
                         ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 294, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

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3D Visual Illusion Depth Estimation Dataset Real

Dataset Summary

The 3D Visual Illusion Depth Estimation Dataset Real is designed for research on stereo and monocular depth estimation in 3D visual illusion scenes.
It contains left and right stereo images, disparity map, and illusion-region masks.

Dataset Structure

Each sample in the dataset includes:

  • left: Left-view RGB image
  • right: Right-view RGB image
  • depth: Monocularly estimated depth map
  • mask: Binary mask indicating illusion regions
├── disp
│    └── scene_name
│           └── xxx.pfm
├── left
│    └── scene_name
│           └── xxx.png
├── mask
│    └── scene_name
│           └── xxx-illusion.jpg
└── right
     └── scene_name
            └── xxx.png

Data Statistics

The current release of the dataset contains:

  • Total size: [ 8 ] GB
  • Number of videos: [ 83 ]
  • Number of image pairs: [ 455 ]

Repository

The dataset and related code are available on GitHub:
👉 3D-Visual-Illusion-Depth-Estimation

Citation

If you find this project useful, please consider citing:

@article{yao20253dvisualillusiondepth,
  title={3D Visual Illusion Depth Estimation},
  author={Chengtang Yao and Zhidan Liu and Jiaxi Zeng and Lidong Yu and Yuwei Wu and Yunde Jia},
  journal={arXiv:2505.13061},
  year={2025}
}
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