FishEye8K: Dataset for Fisheye Camera Object Detection

Authors: Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Erkhembayar Ganbold, Ming-Ching Chang, Ping-Yang Chen, Byambaa Dorj, Hamad Al Jassmi, Ganzorig Batnasan, Fady Alnajjar, Mohammed Abduljabbar, Fang-Pang Lin, Jun-Wei Hsieh

The dataset consists of 8,000 annotated images with 157K bounding boxes of five object classes. The figure displays sample images from each of the 18 cameras with wide-angle fisheye views. These cameras offer new possibilities for extensive coverage.

Classes (Color)

• Bus
• - Bike
• - Car
• - Pedestrian
• - Truck

Citation

@InProceedings{Gochoo_2023_CVPR,
    author    = {Gochoo, Munkhjargal and Otgonbold, Munkh-Erdene and Ganbold, Erkhembayar and Hsieh, Jun-Wei and Chang, Ming-Ching and Chen, Ping-Yang and Dorj, Byambaa and Al Jassmi, Hamad and Batnasan, Ganzorig and Alnajjar, Fady and Abduljabbar, Mohammed and Lin, Fang-Pang},
    title     = {FishEye8K: A Benchmark and Dataset for Fisheye Camera Object Detection},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
    month     = {June},
    year      = {2023},
    pages     = {5304-5312}
}