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Collections:
- Name: FCENet
Metadata:
Training Data: SCUT-CTW1500
Training Techniques:
- SGD with Momentum
Training Resources: 1x NVIDIA A100-SXM4-80GB
Architecture:
- ResNet50 with DCNv2
- FPN
- FCEHead
Paper:
URL: https://arxiv.org/abs/2002.02709.pdf
Title: 'FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders'
README: configs/textdet/fcenet/README.md
Models:
- Name: fcenet_resnet50-dcnv2_fpn_1500e_ctw1500
Alias: FCE_CTW_DCNv2
In Collection: FCENet
Config: configs/textdet/fcenet/fcenet_resnet50-dcnv2_fpn_1500e_ctw1500.py
Metadata:
Training Data: CTW1500
Results:
- Task: Text Detection
Dataset: CTW1500
Metrics:
hmean-iou: 0.8488
Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50-dcnv2_fpn_1500e_ctw1500/fcenet_resnet50-dcnv2_fpn_1500e_ctw1500_20220825_221510-4d705392.pth
- Name: fcenet_resnet50-oclip_fpn_1500e_ctw1500
In Collection: FCENet
Config: configs/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_ctw1500.py
Metadata:
Training Data: CTW1500
Results:
- Task: Text Detection
Dataset: CTW1500
Metrics:
hmean-iou: 0.8192
Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_ctw1500/fcenet_resnet50-oclip_fpn_1500e_ctw1500_20221102_121909-101df7e6.pth
- Name: fcenet_resnet50_fpn_1500e_icdar2015
Alias: FCE_IC15
In Collection: FCENet
Config: configs/textdet/fcenet/fcenet_resnet50_fpn_1500e_icdar2015.py
Metadata:
Training Data: ICDAR2015
Results:
- Task: Text Detection
Dataset: ICDAR2015
Metrics:
hmean-iou: 0.8528
Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50_fpn_1500e_icdar2015/fcenet_resnet50_fpn_1500e_icdar2015_20220826_140941-167d9042.pth
- Name: fcenet_resnet50-oclip_fpn_1500e_icdar2015
Alias: FCENet
In Collection: FCENet
Config: configs/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_icdar2015.py
Metadata:
Training Data: ICDAR2015
Results:
- Task: Text Detection
Dataset: ICDAR2015
Metrics:
hmean-iou: 0.8604
Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50-oclip_fpn_1500e_icdar2015/fcenet_resnet50-oclip_fpn_1500e_icdar2015_20221101_150145-5a6fc412.pth
- Name: fcenet_resnet50_fpn_1500e_totaltext
In Collection: FCENet
Config: configs/textdet/fcenet/fcenet_resnet50_fpn_1500e_totaltext.py
Metadata:
Training Data: Totaltext
Results:
- Task: Text Detection
Dataset: Totaltext
Metrics:
hmean-iou: 0.8134
Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_resnet50_fpn_1500e_totaltext/fcenet_resnet50_fpn_1500e_totaltext-91bd37af.pth