Model description

It would be nice to integrate DEIMv2, a new state-of-the-art model for real-time object detection based on DINOv3. The weights are released under Apache 2.0.

Related thread: Intellindust-AI-Lab/DEIMv2#20

Open source status

• The model implementation is available
• The model weights are available

Provide useful links for the implementation

Code: https://github.com/Intellindust-AI-Lab/DEIMv2
Weights (on Google Drive for now): https://github.com/Intellindust-AI-Lab/DEIMv2?tab=readme-ov-file#1-model-zoo

Ideally, the AutoBackbone API can be leveraged to not having to re-implement the entire DINOv3 backbone in modular_deimv2.py and modeling_deimv2.py. See an example of how this is leveraged for DETR here.