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.
41 lines
1.3 KiB
41 lines
1.3 KiB
Collections: |
|
- Name: CenterNet |
|
Metadata: |
|
Training Data: COCO |
|
Training Techniques: |
|
- SGD with Momentum |
|
- Weight Decay |
|
Training Resources: 8x NVIDIA V100 GPUs |
|
Architecture: |
|
- ResNet |
|
Paper: https://arxiv.org/abs/1904.07850 |
|
README: configs/centernet/README.md |
|
|
|
Models: |
|
- Name: centernet_resnet18_dcnv2_140e_coco |
|
In Collection: CenterNet |
|
Config: configs/centernet/centernet_resnet18_dcnv2_140e_coco.py |
|
Metadata: |
|
Batch Size: 128 |
|
Training Memory (GB): 3.47 |
|
Epochs: 140 |
|
Results: |
|
- Task: Object Detection |
|
Dataset: COCO |
|
Metrics: |
|
box AP: 29.5 |
|
Weights: https://download.openmmlab.com/mmdetection/v2.0/centernet/centernet_resnet18_dcnv2_140e_coco/centernet_resnet18_dcnv2_140e_coco_20210520_101209-da388ba2.pth |
|
|
|
- Name: centernet_resnet18_140e_coco |
|
In Collection: CenterNet |
|
Config: configs/centernet/centernet_resnet18_140e_coco.py |
|
Metadata: |
|
Batch Size: 128 |
|
Training Memory (GB): 3.45 |
|
Epochs: 140 |
|
Results: |
|
- Task: Object Detection |
|
Dataset: COCO |
|
Metrics: |
|
box AP: 26.0 |
|
Weights: https://download.openmmlab.com/mmdetection/v2.0/centernet/centernet_resnet18_140e_coco/centernet_resnet18_140e_coco_20210519_092334-eafe8ccd.pth
|
|
|