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ubicamcli
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0.2.1+c1d2a812
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0.2.1+c1d2a812
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ubicamcli
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gQIR: Generative Quanta Reconstruction's Real Color SPAD Captures

Aryan Garg, Sizhuo Ma, Mohit Gupta

ArXiv | Github

1 Mpx Color SPAD Captures at 4k fps: 6 scenes (6k chunk length)

Note that the dataset is 83Gb big.

See real_colorSPAD_visualizer.ipynb to get started with the h5 photon cubes!

Acknowledgments

Ubicept for providing us with one of the first commercial prototype color-SPAD camera. Special thanks to Avery Gump for helping capture this dataset.

Please cite us if you find this work useful:

@InProceedings{garg_2026_gqir,
    author    = {Garg, Aryan and Ma, Sizhuo and  Gupta, Mohit},
    title     = {gQIR: Generative Quanta Image Reconstruction},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2026},
}
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Models trained or fine-tuned on aRy4n/real-color-SPAD-indoor6

Space using aRy4n/real-color-SPAD-indoor6 1

Paper for aRy4n/real-color-SPAD-indoor6