OpenMMLab Detection Toolbox and Benchmark
https://mmdetection.readthedocs.io/
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
56 lines
1.9 KiB
56 lines
1.9 KiB
Collections: |
|
- Name: FreeAnchor |
|
Metadata: |
|
Training Data: COCO |
|
Training Techniques: |
|
- SGD with Momentum |
|
- Weight Decay |
|
Training Resources: 8x NVIDIA V100 GPUs |
|
Architecture: |
|
- FreeAnchor |
|
- ResNet |
|
Paper: https://arxiv.org/abs/1909.02466 |
|
README: configs/free_anchor/README.md |
|
|
|
Models: |
|
- Name: retinanet_free_anchor_r50_fpn_1x_coco |
|
In Collection: FreeAnchor |
|
Config: configs/free_anchor/retinanet_free_anchor_r50_fpn_1x_coco.py |
|
Metadata: |
|
Training Memory (GB): 4.9 |
|
inference time (s/im): 0.05435 |
|
Epochs: 12 |
|
Results: |
|
- Task: Object Detection |
|
Dataset: COCO |
|
Metrics: |
|
box AP: 38.7 |
|
Weights: https://download.openmmlab.com/mmdetection/v2.0/free_anchor/retinanet_free_anchor_r50_fpn_1x_coco/retinanet_free_anchor_r50_fpn_1x_coco_20200130-0f67375f.pth |
|
|
|
- Name: retinanet_free_anchor_r101_fpn_1x_coco |
|
In Collection: FreeAnchor |
|
Config: configs/free_anchor/retinanet_free_anchor_r101_fpn_1x_coco.py |
|
Metadata: |
|
Training Memory (GB): 6.8 |
|
inference time (s/im): 0.06711 |
|
Epochs: 12 |
|
Results: |
|
- Task: Object Detection |
|
Dataset: COCO |
|
Metrics: |
|
box AP: 40.3 |
|
Weights: https://download.openmmlab.com/mmdetection/v2.0/free_anchor/retinanet_free_anchor_r101_fpn_1x_coco/retinanet_free_anchor_r101_fpn_1x_coco_20200130-358324e6.pth |
|
|
|
- Name: retinanet_free_anchor_x101_32x4d_fpn_1x_coco |
|
In Collection: FreeAnchor |
|
Config: configs/free_anchor/retinanet_free_anchor_x101_32x4d_fpn_1x_coco.py |
|
Metadata: |
|
Training Memory (GB): 8.1 |
|
inference time (s/im): 0.09009 |
|
Epochs: 12 |
|
Results: |
|
- Task: Object Detection |
|
Dataset: COCO |
|
Metrics: |
|
box AP: 41.9 |
|
Weights: https://download.openmmlab.com/mmdetection/v2.0/free_anchor/retinanet_free_anchor_x101_32x4d_fpn_1x_coco/retinanet_free_anchor_x101_32x4d_fpn_1x_coco_20200130-d4846968.pth
|
|
|