dfki-av/drivergaze360-net

DriverGaze360: Omnidirectional Driver Attention with Object-Level Guidance

This repository hosts the pretrained weights for DriverGaze360-Net.

Available Checkpoints

Checkpoint	Training Dataset	Input Size (H × W)	Notes
drivergaze360.pt	DriverGaze360	224 × 1120	Panoramic/omnidirectional input
ondada.pt	DADA-2000	224 × 224	Standard front-facing camera input

Citation

If you use these weights in your research, please cite:

@InProceedings{Govil_2026_CVPR,
    author    = {Govil, Shreedhar and Stricker, Didier and Rambach, Jason},
    title     = {DriverGaze360: OmniDirectional Driver Attention with Object-Level Guidance},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2026},
    pages     = {39786-39795}
}