IDEA-Research/grounding-dino-base
The Grounding DINO model was proposed in Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection by Shilong Liu, Zhaoyang Zeng, Tianhe Ren, Feng Li, Hao Zhang, Jie Yang, Chunyuan Li, Jianwei Yang, Hang Su, Jun Zhu, Lei Zhang.
Benchmarks
COCO
Object detection on COCO natural images
Corpus: 5,000 Queries: 5,000
default_limit-1000
Performance A10G b1 c4
Performance L4-SPOT b1 c4
default_limit-100
Quality
ap 0.5809
ap50 0.7349
ap75 0.6241
ar 100 0.6503
Performance RTX-4090 b1 c16