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Releases: IDEA-Research/detrex-storage

Grounding DINO 1.6 Video

29 Jul 08:25
@rentainhe rentainhe
grounding-dino-video
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Grounding DINO 1.6 Video

Grounding DINO 1.6 Video

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Grounded SAM 2 Assets

06 Aug 09:20
@rentainhe rentainhe
grounded-sam-2
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Grounded SAM 2 Assets Latest
Latest
15eb13c713bd51469ce4b7952b321ad1.mp4
Assets 4
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Grounded-SAM Assets

23 May 05:11
@rentainhe rentainhe
grounded-sam-storage
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Grounded-SAM Assets

Storage for Grounded-SAM demo

Assets 4
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detrex v0.4.0 Release

17 Mar 13:41
@rentainhe rentainhe
v0.4.0
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detrex v0.4.0 Release

Pretrained Model

  • DETA-R50-5scale-12ep bs=8: 50.0AP
  • DETA-R50-5scale-12ep aligned hyper-param: 49.9AP
  • DETA-R50-5scale-12ep with only freeze the stem of backbone: 50.2AP
  • H-Deformable-DETR-two-stage-R50-12ep aligned optimizer hyper-params: 49.1AP
  • DINO-R50-4scale-12ep aligned optimizer hyper-params: 49.4AP
  • DINO-Focal-3level-4scale-36ep: 58.3AP

Benchmark ConvNeXt on DINO

  • convnext-tiny-384: 52.4AP
  • convnext-small-384: 54.2AP
  • convnext-base-384: 55.1AP
  • convnext-large-384: 55.5AP

Benchmark InternImage on DINO

  • internimage-tiny: 52.3AP
  • internimage-small: 53.5AP
  • internimage-base: 54.7AP
  • internimage-large: 57.0AP

Benchmark FocalNet on DINO

  • focalnet-tiny
  • focalnet-small
  • focalnet-base

Deformable-DETR

  • Deformable-DETR R50: 44.9 AP (better than 44.5AP from original repo)

Converted Model

  • Group-DETR-R50-12ep: 37.8AP
Assets 28
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detrex v0.3.0 Release

07 Feb 17:28
@rentainhe rentainhe
v0.3.0
139bee3
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detrex v0.3.0 Release

Model Zoo

Pretrained Model

  • Anchor-DETR-R50-50ep
  • DINO-R50-4Scale-12ep with EMA

Converted Model

  • DETR-R50-DC5
  • DETR-R101-DC5
  • DAB-DETR-R50-DC5
  • DAB-DETR-R50-3patterns
  • DAB-DETR-R50-DC5-3patterns
  • DAB-DETR-R101-DC5
  • Conditional-DETR-R50-DC5
  • Conditional-DETR-R101-DC5
  • DN-DETR-R50-DC5
  • Anchor-DETR-R50
  • Anchor-DETR-R50-DC5
  • Anchor-DETR-R101
  • Anchor-DETR-R101-DC5
  • Improved Deformable-DETR baseline From DETA
  • DETA-5scale-12ep
  • DETA-Swin-Large-o365-finetune
Assets 20
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Release for detrex v0.2.1 pretrained weights

15 Nov 18:19
@rentainhe rentainhe
v0.2.1
139bee3
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Release for detrex v0.2.1 pretrained weights

detrex v0.2.1 pretrained weights

DINO-5scale

  • DINO-R50-5scale-12ep
  • DINO-Swin-Large-5scale-12ep
  • DINO-Swin-Large-5scale-36ep

ViTDet-DINO

  • DINO-ViTDet-Base-12ep
  • DINO-ViTDet-Base-50ep
  • DINO-ViTDet-Large-12ep
  • DINO-ViTDet-Large-50ep

FocalNet-DINO

  • DINO-FocalNet-LRF-FL3-12ep
  • DINO-FocalNet-LRF-FL4-12ep
  • DINO-FocalNet-LRF-FL4-5scale-12ep
  • DINO-FocalNet-LRF-FL4-5scale-36ep
Assets 14
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Release for detrex v0.2.0 pretrained weights

19 Oct 16:01
@rentainhe rentainhe
v0.2.0
139bee3
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Release for detrex v0.2.0 pretrained weights

Pretrained Weights

H-Deformable-DETR

  • H-Deformable-DETR-R50
  • H-Deformable-DETR-Swin-Tiny
  • H-Deformable-DETR-Swin-Large

DINO

  • DINO-R50-4scale-300dn
  • DINO-Swin-Large-4scale-36epochs
  • DINO-R50-4scale-12epochs new baseline: 49.2AP

DAB-Deformable-DETR

  • DAB-Deformable-DETR-R50-50ep: 49.0AP
  • DAB-Deformable-DETR-Two-Stage-R50-50ep: 49.7AP
Assets 15
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Release for more training results of detrex beta v0.1.0

01 Oct 05:40
@rentainhe rentainhe
v0.1.1
139bee3
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Release for more training results of detrex beta v0.1.0

Pretrained weights of detrex v0.1.0

Deformable-DETR

  • Deformable-R50-Two-Stage-50ep
  • Deformable-R50-Box-Refinement-50ep

DINO

12 epochs setting

  • DINO-R101-4scale-12epochs
  • DINO-Swin-Large-384-4scale-12epochs (22kto1k-finetune weights)
  • DINO-Swin-Large-224-4scale-12epochs (22kto1k-finetune weights)
  • DINO-Swin-Base-384-4scale-12epochs (22kto1k-finetune weights)
  • DINO-Swin-Tiny-224-4scale-12epochs
  • DINO-Swin-Tiny-224-4scale-12epochs (22kto1k-finetune weights)

24 epochs setting

  • DINO-R50-4scale-24epochs
Assets 13
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Pretrained models of detrex beta v0.1.0

21 Sep 03:16
@rentainhe rentainhe
v0.1.0
139bee3
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Pretrained models of detrex beta v0.1.0

detrex beta v0.1.0 pretrained and converted weights

Assets 20
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MaskDINO pretrained weights release

30 Nov 03:37
@FengLi-ust FengLi-ust
maskdino-v0.1.0
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MaskDINO pretrained weights release 
maskdino-v0.1.0

Initial commit
Assets 10
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