Collections: - Name: PSENet Metadata: Training Data: ICDAR SCUT-CTW1500 Training Techniques: - Adam Training Resources: 8x GeForce GTX 1080 Ti Architecture: - ResNet - FPNF Paper: URL: https://arxiv.org/abs/1806.02559.pdf Title: 'Shape Robust Text Detection with Progressive Scale Expansion Network' README: configs/textdet/psenet/README.md Models: - Name: psenet_r50_fpnf_600e_ctw1500 In Collection: PSENet Config: configs/textdet/psenet/psenet_r50_fpnf_600e_ctw1500.py Metadata: Training Data: CTW1500 Results: - Task: Text Detection Dataset: CTW1500 Metrics: hmean-iou: 0.784 Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_ctw1500_20210401-216fed50.pth - Name: psenet_r50_fpnf_600e_icdar2015 In Collection: PSENet Config: configs/textdet/psenet/psenet_r50_fpnf_600e_icdar2015.py Metadata: Training Data: ICDAR2015 Results: - Task: Text Detection Dataset: ICDAR2015 Metrics: hmean-iou: 0.807 Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_icdar2015-c6131f0d.pth - Name: psenet_r50_fpnf_600e_icdar2015_with_pretrain In Collection: PSENet Config: configs/textdet/psenet/psenet_r50_fpnf_600e_icdar2015.py Metadata: Training Data: ICDAR2017 ICDAR2015 Results: - Task: Text Detection Dataset: ICDAR2017 ICDAR2015 Metrics: hmean-iou: 0.847 Weights: https://download.openmmlab.com/mmocr/textdet/psenet/psenet_r50_fpnf_600e_icdar2015_pretrain-eefd8fe6.pth