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Add metafile to ConditionalDETR DABDETR and DINO #9715
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d078f1e
add metafile
LYM-fire 4318079
add dab metafile
LYM-fire dfb29d6
add dino
LYMDLUT 0a40573
fix some bug
LYMDLUT 5481b76
Modify names
Li-Qingyun 7c7713a
fix ci
LYM-fire 38ecd54
fix ci
LYM-fire bff3ceb
fix ci
LYM-fire d0ab077
modify gpu name
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| Collections: | ||
| - Name: ConditionalDETR | ||
| Metadata: | ||
| Training Data: COCO | ||
| Training Techniques: | ||
| - AdamW | ||
| - Multi Scale Train | ||
| - Gradient Clip | ||
| Training Resources: 8x a100 GPUs | ||
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| 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 | ||
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| Models: | ||
| - Name: conditional-detr_r50_8xb2-50e_coco.py | ||
| In Collection: ConditionalDETR | ||
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||
| 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 | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| Collections: | ||
| - Name: DABDETR | ||
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|
||
| 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 | ||
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| Models: | ||
| - Name: dab-detr_r50_8xb2-50e_coco.py | ||
| In Collection: DABDETR | ||
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|
||
| 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 | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,50 @@ | ||
| 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 | ||
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| 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 | ||
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| - 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 | ||
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| - 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 |
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