D-FINE - a ustc-community Collection

ustc-community 's Collections

D-FINE

D-FINE

updated May 5

State-of-the-art real-time object detection model with Apache 2.0 licence

D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement

Paper • 2410.13842 • Published Oct 17, 2024 • 6
Running on Zero

88

88

D-Fine - SOTA Real-Time Object Detector

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Object Detection on Images and Video
ustc-community/dfine-nano-coco

Object Detection • 3.8M • Updated Aug 20 • 2.25k • 7

Note Trained on COCO dataset
ustc-community/dfine-small-coco

Object Detection • 10.4M • Updated May 5 • 3.05k • 12

Note Trained on COCO dataset
ustc-community/dfine-medium-coco

Object Detection • 19.6M • Updated May 5 • 679 • 3

Note Trained on COCO dataset
ustc-community/dfine-large-coco

Object Detection • 31.4M • Updated May 5 • 1.18k

Note Trained on COCO dataset
ustc-community/dfine-xlarge-coco

Object Detection • 62.9M • Updated May 5 • 20.9k • 8

Note Trained on COCO dataset
ustc-community/dfine-small-obj365

Object Detection • 10.7M • Updated May 5 • 121k • 3

Note Trained on Object365 dataset
ustc-community/dfine-medium-obj365

Object Detection • 20.1M • Updated May 5 • 699 • 2

Note Trained on Object365 dataset
ustc-community/dfine-large-obj365

Object Detection • 32M • Updated May 5 • 332 • 2

Note Trained on Object365 dataset
ustc-community/dfine-xlarge-obj365

Object Detection • 63.4M • Updated May 5 • 20.9k • 2

Note Trained on Object365 dataset
ustc-community/dfine-small-obj2coco

Object Detection • 10.4M • Updated May 5 • 231

Note Pretrained on Object365 dataset -> trained on COCO dataset
ustc-community/dfine-medium-obj2coco

Object Detection • 19.6M • Updated May 5 • 326 • 4

Note Pretrained on Object365 dataset -> trained on COCO dataset
ustc-community/dfine-large-obj2coco-e25

Object Detection • 31.4M • Updated May 5 • 58 • 4

Note Pretrained on Object365 dataset -> trained on COCO dataset
ustc-community/dfine-xlarge-obj2coco

Object Detection • 62.9M • Updated May 5 • 1.08k • 5

Note Pretrained on Object365 dataset -> trained on COCO dataset