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Collections: |
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- Name: FCENet |
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Metadata: |
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Training Data: SCUT-CTW1500 |
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Training Techniques: |
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- SGD with Momentum |
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Training Resources: 1x GeForce GTX 2080 Ti |
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Architecture: |
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- ResNet with DCNv2 |
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- FPN |
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Paper: |
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URL: https://arxiv.org/abs/2002.02709.pdf |
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Title: 'FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders' |
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README: configs/textdet/fcenet/README.md |
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Models: |
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- Name: fcenet_r50dcnv2_fpn_1500e_ctw1500 |
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In Collection: FCENet |
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Config: configs/textdet/fcenet/fcenet_r50dcnv2_fpn_1500e_ctw1500.py |
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Metadata: |
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Training Data: CTW1500 |
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Results: |
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- Task: Text Detection |
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Dataset: CTW1500 |
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Metrics: |
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hmean-iou: 0.851 |
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Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_r50dcnv2_fpn_1500e_ctw1500_20211022-e326d7ec.pth |
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- Name: fcenet_r50_fpn_1500e_icdar2015 |
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In Collection: FCENet |
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Config: configs/textdet/fcenet/fcenet_r50_fpn_1500e_icdar2015.py |
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Metadata: |
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Training Data: ICDAR2015 |
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Results: |
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- Task: Text Detection |
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Dataset: ICDAR2015 |
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Metrics: |
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hmean-iou: 0.849 |
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Weights: https://download.openmmlab.com/mmocr/textdet/fcenet/fcenet_r50_fpn_1500e_icdar2015_20211022-daefb6ed.pth |
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