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Collections:
- Name: PANet
Metadata:
Training Data: ICDAR SCUT-CTW1500
Training Techniques:
- Adam
Training Resources: 8x GeForce GTX 1080 Ti
Architecture:
- ResNet
- FPEM_FFM
Paper:
URL: https://arxiv.org/pdf/1803.01534.pdf
Title: 'Path Aggregation Network for Instance Segmentation'
README: configs/textdet/panet/README.md
Models:
- Name: panet_r18_fpem_ffm_600e_ctw1500
In Collection: PANet
Config: configs/textdet/panet/panet_r18_fpem_ffm_600e_ctw1500.py
Metadata:
Training Data: CTW1500
Results:
- Task: Text Detection
Dataset: CTW1500
Metrics:
hmean-iou: 0.806
Weights: https://download.openmmlab.com/mmocr/textdet/panet/panet_r18_fpem_ffm_sbn_600e_ctw1500_20210219-3b3a9aa3.pth
- Name: panet_r18_fpem_ffm_600e_icdar2015
In Collection: PANet
Config: configs/textdet/panet/panet_r18_fpem_ffm_600e_icdar2015.py
Metadata:
Training Data: ICDAR2015
Results:
- Task: Text Detection
Dataset: ICDAR2015
Metrics:
hmean-iou: 0.791
Weights: https://no.download.openmmlab.com/mmocr/textdet/panet/panet_r18_fpem_ffm_sbn_600e_icdar2015_20210219-42dbe46a.pth
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