mirror of
https://github.com/open-mmlab/mmrazor.git
synced 2025-06-03 15:02:54 +08:00
31 lines
1.2 KiB
YAML
31 lines
1.2 KiB
YAML
Collections:
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- Name: DetNAS
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Metadata:
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Training Data:
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- ImageNet-1k
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- COCO
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Paper:
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URL: https://arxiv.org/abs/1903.10979
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Title: DetNAS:Backbone Search for Object Detection
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README: configs/nas/mmdet/detnas/README.md
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Code:
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URL: https://github.com/open-mmlab/mmrazor/blob/v0.1.0/mmrazor/models/algorithms/detnas.py
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Version: v0.1.0
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Converted From:
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Code: https://github.com/megvii-model/DetNAS
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Models:
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- Name: detnas_frcnn_shufflenet_subnet_coco_1x
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In Collection: DetNAS
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Metadata:
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FLOPs(Backbone): 340 MB
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Params(Backbone): 3.35 MB
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Supernet: FRCNN-ShuffleNetV2
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Mutable: https://download.openmmlab.com/mmrazor/v1/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20220715-61d2e900_subnet_cfg_v1.yaml
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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: 37.5
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Config: configs/nas/mmdet/detnas/detnas_frcnn_shufflenet_subnet_coco_1x.py
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Weights: https://download.openmmlab.com/mmrazor/v1/detnas/detnas_subnet_frcnn_shufflenetv2_fpn_1x_coco_bbox_backbone_flops-0.34M_mAP-37.5_20220715-61d2e900_v1.pth
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