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.
44 lines
1.5 KiB
44 lines
1.5 KiB
Collections: |
|
- Name: NAS-FCOS |
|
Metadata: |
|
Training Data: COCO |
|
Training Techniques: |
|
- SGD with Momentum |
|
- Weight Decay |
|
Training Resources: 4x V100 GPUs |
|
Architecture: |
|
- FPN |
|
- NAS-FCOS |
|
- ResNet |
|
Paper: |
|
URL: https://arxiv.org/abs/1906.04423 |
|
Title: 'NAS-FCOS: Fast Neural Architecture Search for Object Detection' |
|
README: configs/nas_fcos/README.md |
|
Code: |
|
URL: https://github.com/open-mmlab/mmdetection/blob/v2.1.0/mmdet/models/detectors/nasfcos.py#L6 |
|
Version: v2.1.0 |
|
|
|
Models: |
|
- Name: nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco |
|
In Collection: NAS-FCOS |
|
Config: configs/nas_fcos/nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco.py |
|
Metadata: |
|
Epochs: 12 |
|
Results: |
|
- Task: Object Detection |
|
Dataset: COCO |
|
Metrics: |
|
box AP: 39.4 |
|
Weights: https://download.openmmlab.com/mmdetection/v2.0/nas_fcos/nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco/nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco_20200520-1bdba3ce.pth |
|
|
|
- Name: nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco |
|
In Collection: NAS-FCOS |
|
Config: configs/nas_fcos/nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco.py |
|
Metadata: |
|
Epochs: 12 |
|
Results: |
|
- Task: Object Detection |
|
Dataset: COCO |
|
Metrics: |
|
box AP: 38.5 |
|
Weights: https://download.openmmlab.com/mmdetection/v2.0/nas_fcos/nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco/nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco_20200521-7fdcbce0.pth
|
|
|