metafile.yml
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Collections:
- Name: TOOD
Metadata:
Training Data: COCO
Training Techniques:
- SGD
Training Resources: 8x V100 GPUs
Architecture:
- TOOD
Paper:
URL: https://arxiv.org/abs/2108.07755
Title: 'TOOD: Task-aligned One-stage Object Detection'
README: configs/tood/README.md
Code:
URL: https://github.com/open-mmlab/mmdetection/blob/v2.20.0/mmdet/models/detectors/tood.py#L7
Version: v2.20.0
Models:
- Name: tood_r101_fpn_mstrain_2x_coco
In Collection: TOOD
Config: configs/tood/tood_r101_fpn_mstrain_2x_coco.py
Metadata:
Training Memory (GB): 6.0
Epochs: 24
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 46.1
Weights: https://download.openmmlab.com/mmdetection/v2.0/tood/tood_r101_fpn_mstrain_2x_coco/tood_r101_fpn_mstrain_2x_coco_20211210_144232-a18f53c8.pth
- Name: tood_x101_64x4d_fpn_mstrain_2x_coco
In Collection: TOOD
Config: configs/tood/tood_x101_64x4d_fpn_mstrain_2x_coco.py
Metadata:
Training Memory (GB): 10.2
Epochs: 24
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 47.6
Weights: https://download.openmmlab.com/mmdetection/v2.0/tood/tood_x101_64x4d_fpn_mstrain_2x_coco/tood_x101_64x4d_fpn_mstrain_2x_coco_20211211_003519-a4f36113.pth
- Name: tood_r101_fpn_dconv_c3-c5_mstrain_2x_coco
In Collection: TOOD
Config: configs/tood/tood_r101_fpn_dconv_c3-c5_mstrain_2x_coco.py
Metadata:
Training Memory (GB): 6.2
Epochs: 24
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 49.3
Weights: https://download.openmmlab.com/mmdetection/v2.0/tood/tood_r101_fpn_dconv_c3-c5_mstrain_2x_coco/tood_r101_fpn_dconv_c3-c5_mstrain_2x_coco_20211210_213728-4a824142.pth
- Name: tood_r50_fpn_anchor_based_1x_coco
In Collection: TOOD
Config: configs/tood/tood_r50_fpn_anchor_based_1x_coco.py
Metadata:
Training Memory (GB): 4.1
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 42.4
Weights: https://download.openmmlab.com/mmdetection/v2.0/tood/tood_r50_fpn_anchor_based_1x_coco/tood_r50_fpn_anchor_based_1x_coco_20211214_100105-b776c134.pth
- Name: tood_r50_fpn_1x_coco
In Collection: TOOD
Config: configs/tood/tood_r50_fpn_1x_coco.py
Metadata:
Training Memory (GB): 4.1
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 42.4
Weights: https://download.openmmlab.com/mmdetection/v2.0/tood/tood_r50_fpn_1x_coco/tood_r50_fpn_1x_coco_20211210_103425-20e20746.pth
- Name: tood_r50_fpn_mstrain_2x_coco
In Collection: TOOD
Config: configs/tood/tood_r50_fpn_mstrain_2x_coco.py
Metadata:
Training Memory (GB): 4.1
Epochs: 24
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 44.5
Weights: https://download.openmmlab.com/mmdetection/v2.0/tood/tood_r50_fpn_mstrain_2x_coco/tood_r50_fpn_mstrain_2x_coco_20211210_144231-3b23174c.pth