OpenMMLab Detection Toolbox and Benchmark
https://mmdetection.readthedocs.io/
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39 lines
1.3 KiB
39 lines
1.3 KiB
Collections: |
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- Name: NAS-FCOS |
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Metadata: |
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Training Data: COCO |
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Training Techniques: |
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- SGD with Momentum |
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- Weight Decay |
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Training Resources: 4x NVIDIA V100 GPUs |
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Architecture: |
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- FPN |
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- NAS-FCOS |
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- ResNet |
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Paper: https://arxiv.org/abs/1906.04423 |
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README: configs/nas_fcos/README.md |
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Models: |
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- Name: nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco |
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In Collection: NAS-FCOS |
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Config: configs/nas_fcos/nas_fcos_nashead_r50_caffe_fpn_gn-head_4x4_1x_coco.py |
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Metadata: |
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Epochs: 12 |
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Results: |
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- Task: Object Detection |
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Dataset: COCO |
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Metrics: |
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box AP: 39.4 |
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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 |
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- Name: nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco |
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In Collection: NAS-FCOS |
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Config: configs/nas_fcos/nas_fcos_fcoshead_r50_caffe_fpn_gn-head_4x4_1x_coco.py |
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Metadata: |
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Epochs: 12 |
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Results: |
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- Task: Object Detection |
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Dataset: COCO |
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Metrics: |
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box AP: 38.5 |
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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
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