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metafile.yml
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Collections:
- Name: Guided Anchoring
Metadata:
Training Data: COCO
Training Techniques:
- SGD with Momentum
- Weight Decay
Training Resources: 8x NVIDIA V100 GPUs
Architecture:
- FPN
- Guided Anchoring
- ResNet
Paper: https://arxiv.org/abs/1901.03278
README: configs/guided_anchoring/README.md
Models:
- Name: ga_faster_r50_caffe_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_faster_r50_caffe_fpn_1x_coco.py
Metadata:
Training Memory (GB): 5.5
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 39.6
Weights: http://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_faster_r50_caffe_fpn_1x_coco/ga_faster_r50_caffe_fpn_1x_coco_20200702_000718-a11ccfe6.pth
- Name: ga_faster_r101_caffe_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_faster_r101_caffe_fpn_1x_coco.py
Metadata:
Training Memory (GB): 7.5
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 41.5
Weights: http://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_faster_r101_caffe_fpn_1x_coco/ga_faster_r101_caffe_fpn_1x_coco_bbox_mAP-0.415_20200505_115528-fb82e499.pth
- Name: ga_faster_x101_32x4d_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_faster_x101_32x4d_fpn_1x_coco.py
Metadata:
Training Memory (GB): 8.7
inference time (s/im): 0.10309
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 43.0
Weights: http://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_faster_x101_32x4d_fpn_1x_coco/ga_faster_x101_32x4d_fpn_1x_coco_20200215-1ded9da3.pth
- Name: ga_faster_x101_64x4d_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_faster_x101_64x4d_fpn_1x_coco.py
Metadata:
Training Memory (GB): 11.8
inference time (s/im): 0.13699
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 43.9
Weights: http://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_faster_x101_64x4d_fpn_1x_coco/ga_faster_x101_64x4d_fpn_1x_coco_20200215-0fa7bde7.pth
- Name: ga_retinanet_r50_caffe_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_retinanet_r50_caffe_fpn_1x_coco.py
Metadata:
Training Memory (GB): 3.5
inference time (s/im): 0.05952
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 36.9
Weights: https://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_retinanet_r50_caffe_fpn_1x_coco/ga_retinanet_r50_caffe_fpn_1x_coco_20201020-39581c6f.pth
- Name: ga_retinanet_r101_caffe_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_retinanet_r101_caffe_fpn_1x_coco.py
Metadata:
Training Memory (GB): 5.5
inference time (s/im): 0.07752
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 39.0
Weights: http://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_retinanet_r101_caffe_fpn_1x_coco/ga_retinanet_r101_caffe_fpn_1x_coco_20200531-6266453c.pth
- Name: ga_retinanet_x101_32x4d_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_retinanet_x101_32x4d_fpn_1x_coco.py
Metadata:
Training Memory (GB): 6.9
inference time (s/im): 0.09434
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 40.5
Weights: http://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_retinanet_x101_32x4d_fpn_1x_coco/ga_retinanet_x101_32x4d_fpn_1x_coco_20200219-40c56caa.pth
- Name: ga_retinanet_x101_64x4d_fpn_1x_coco
In Collection: Guided Anchoring
Config: configs/guided_anchoring/ga_retinanet_x101_64x4d_fpn_1x_coco.py
Metadata:
Training Memory (GB): 9.9
inference time (s/im): 0.12987
Epochs: 12
Results:
- Task: Object Detection
Dataset: COCO
Metrics:
box AP: 41.3
Weights: http://download.openmmlab.com/mmdetection/v2.0/guided_anchoring/ga_retinanet_x101_64x4d_fpn_1x_coco/ga_retinanet_x101_64x4d_fpn_1x_coco_20200226-ef9f7f1f.pth