l-li/five-cam-xyz-rgb-1024

FiveCam Dataset

XYZ-RGB Pairs (1024*1024) simultaneously captured by five different smartphones.

Data Format

Keys of each data item in the self-camera XYZ-RGB datasets:

raw_device The name of the device that captures the current raw (XYZ) image.

rgb_device The name of the device that captures the current RGB image. For the self-camera dataset, the value of rgb_device is the same as the value of raw_device.

raw_image Resized & cropped XYZ image in PIL.Image format.

rgb_image Resized & cropped RGB image in PIL.Image format.

raw_exif The EXIF metadata extracted from the original DNG file.

rgb_exif The EXIF metadata extracted from the original JPEG file.

scene_details The extra metadata of the scene illuminance. Including scene tag, illuminance (lux), illuminance spectral curve, etc.

Citation

Please consider citing this paper if you find our dataset useful.

@article{li2024uni,
  title={Uni-ISP: Unifying the Learning of ISPs from Multiple Cameras},
  author={Li, Lingen and Yao, Mingde and Meng, Xingyu and Yu, Muquan and Xue, Tianfan and Gu, Jinwei},
  journal={arXiv preprint arXiv:2406.01003},
  year={2024}
}