Skip to content

Detection Models
Compare
Choose a tag to compare
@czczup czczup released this 03 Mar 16:02
· 93 commits to master since this release
det_model
59d9850
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Verified
Learn about vigilant mode.

InternImage for object detection: COCO.

Mask R-CNN + InternImage

backbone schd box mAP mask mAP train speed train time #param FLOPs Config Download
InternImage-T 1x 47.2 42.5 0.36s / iter 9h 49M 270G config ckpt | log
InternImage-T 3x 49.1 43.7 0.34s / iter 26h 49M 270G config ckpt | log
InternImage-S 1x 47.8 43.3 0.40s / iter 10h 69M 340G config ckpt | log
InternImage-S 3x 49.7 44.5 0.40s / iter 30h 69M 340G config ckpt | log
InternImage-B 1x 48.8 44.0 0.45s / iter 11.5h 115M 501G config ckpt | log
InternImage-B 3x 50.3 44.8 0.45s / iter 34h 115M 501G config ckpt | log

Cascade Mask R-CNN + InternImage

backbone schd box mAP mask mAP train speed train time #param FLOPs Config Download
InternImage-L 1x 54.9 47.7 0.73s / iter 18h 277M 1399G config ckpt
InternImage-L 3x 56.1 48.5 0.79s / iter 15h (n4) 277M 1399G config ckpt | log
InternImage-XL 1x 55.3 48.1 0.82s / iter 21h 387M 1782G config ckpt | log
InternImage-XL 3x 56.2 48.8 0.91s / iter 17h (n4) 387M 1782G config ckpt | log
Assets 21
Loading