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32 changes: 32 additions & 0 deletions configs/conditional_detr/metafile.yml
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Collections:
- Name: Conditional DETR
Metadata:
Training Data: COCO
Training Techniques:
- AdamW
- Multi Scale Train
- Gradient Clip
Training Resources: 8x A100 GPUs
Architecture:
- ResNet
- Transformer
Paper:
URL: https://arxiv.org/abs/2108.06152
Title: 'Conditional DETR for Fast Training Convergence'
README: configs/conditional_detr/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/f4112c9e5611468ffbd57cfba548fd1289264b52/mmdet/models/detectors/conditional_detr.py#L14
Version: v3.0.0rc6

Models:
- Name: conditional-detr_r50_8xb2-50e_coco.py
In Collection: Conditional DETR
Config: configs/conditional_detr/conditional-detr_r50_8xb2-50e_coco.py
Metadata:
Epochs: 50
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 40.9
Weights: https://download.openmmlab.com/mmdetection/v3.0/conditional_detr/conditional-detr_r50_8xb2-50e_coco/conditional-detr_r50_8xb2-50e_coco_20221121_180202-c83a1dc0.pth
32 changes: 32 additions & 0 deletions configs/dab_detr/metafile.yml
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Collections:
- Name: DAB-DETR
Metadata:
Training Data: COCO
Training Techniques:
- AdamW
- Multi Scale Train
- Gradient Clip
Training Resources: 8x A100 GPUs
Architecture:
- ResNet
- Transformer
Paper:
URL: https://arxiv.org/abs/2201.12329
Title: 'DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR'
README: configs/dab_detr/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/f4112c9e5611468ffbd57cfba548fd1289264b52/mmdet/models/detectors/dab_detr.py#L15
Version: v3.0.0rc6

Models:
- Name: dab-detr_r50_8xb2-50e_coco.py
In Collection: DAB-DETR
Config: configs/dab_detr/dab-detr_r50_8xb2-50e_coco.py
Metadata:
Epochs: 50
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 42.3
Weights: https://download.openmmlab.com/mmdetection/v3.0/dab_detr/dab-detr_r50_8xb2-50e_coco/dab-detr_r50_8xb2-50e_coco_20221122_120837-c1035c8c.pth
50 changes: 50 additions & 0 deletions configs/dino/metafile.yml
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Collections:
- Name: DINO
Metadata:
Training Data: COCO
Training Techniques:
- AdamW
- Multi Scale Train
- Gradient Clip
Training Resources: 8x A100 GPUs
Architecture:
- ResNet
- Transformer
Paper:
URL: https://arxiv.org/abs/2203.03605
Title: 'DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection'
README: configs/dino/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/f4112c9e5611468ffbd57cfba548fd1289264b52/mmdet/models/detectors/dino.py#L17
Version: v3.0.0rc6

Models:
- Name: dino-4scale_r50_8xb2-12e_coco.py
In Collection: DINO
Config: configs/dino/dino-4scale_r50_8xb2-12e_coco.py
Metadata:
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 49.0
Weights: https://download.openmmlab.com/mmdetection/v3.0/dino/dino-4scale_r50_8xb2-12e_coco/dino-4scale_r50_8xb2-12e_coco_20221202_182705-55b2bba2.pth

- Name: dino-4scale_r50_8xb2-24e_coco.py
In Collection: DINO
Config: configs/dino/dino-4scale_r50_8xb2-24e_coco.py
Metadata:
Epochs: 24
Results:
- Task: Object Detection
Dataset: COCO

- Name: dino-4scale_r50_8xb2-24e_coco.py
In Collection: DINO
Config: configs/dino/dino-4scale_r50_8xb2-36e_coco.py
Metadata:
Epochs: 36
Results:
- Task: Object Detection
Dataset: COCO