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- Collections:
- - Name: TridentNet
- Metadata:
- Training Data: COCO
- Training Techniques:
- - SGD with Momentum
- - Weight Decay
- Training Resources: 8x V100 GPUs
- Architecture:
- - ResNet
- - TridentNet Block
- Paper:
- URL: https://arxiv.org/abs/1901.01892
- Title: 'Scale-Aware Trident Networks for Object Detection'
- README: configs/tridentnet/README.md
- Code:
- URL: https://github.com/open-mmlab/mmdetection/blob/v2.8.0/mmdet/models/detectors/trident_faster_rcnn.py#L6
- Version: v2.8.0
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- Models:
- - Name: tridentnet_r50_caffe_1x_coco
- In Collection: TridentNet
- Config: configs/tridentnet/tridentnet_r50_caffe_1x_coco.py
- Metadata:
- Epochs: 12
- Results:
- - Task: Object Detection
- Dataset: COCO
- Metrics:
- box AP: 37.7
- Weights: https://download.openmmlab.com/mmdetection/v2.0/tridentnet/tridentnet_r50_caffe_1x_coco/tridentnet_r50_caffe_1x_coco_20201230_141838-2ec0b530.pth
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- - Name: tridentnet_r50_caffe_mstrain_1x_coco
- In Collection: TridentNet
- Config: configs/tridentnet/tridentnet_r50_caffe_mstrain_1x_coco.py
- Metadata:
- Epochs: 12
- Results:
- - Task: Object Detection
- Dataset: COCO
- Metrics:
- box AP: 37.6
- Weights: https://download.openmmlab.com/mmdetection/v2.0/tridentnet/tridentnet_r50_caffe_mstrain_1x_coco/tridentnet_r50_caffe_mstrain_1x_coco_20201230_141839-6ce55ccb.pth
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- - Name: tridentnet_r50_caffe_mstrain_3x_coco
- In Collection: TridentNet
- Config: configs/tridentnet/tridentnet_r50_caffe_mstrain_3x_coco.py
- Metadata:
- Epochs: 36
- Results:
- - Task: Object Detection
- Dataset: COCO
- Metrics:
- box AP: 40.3
- Weights: https://download.openmmlab.com/mmdetection/v2.0/tridentnet/tridentnet_r50_caffe_mstrain_3x_coco/tridentnet_r50_caffe_mstrain_3x_coco_20201130_100539-46d227ba.pth
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