Spaces:
Sleeping
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Collections: | |
- Name: MASTER | |
Metadata: | |
Training Data: OCRDataset | |
Training Techniques: | |
- Adam | |
Epochs: 12 | |
Batch Size: 2048 | |
Training Resources: 4x NVIDIA A100-SXM4-80GB | |
Architecture: | |
- ResNet31-GCAModule | |
- MASTERDecoder | |
Paper: | |
URL: https://arxiv.org/abs/1910.02562 | |
Title: "MASTER: Multi-Aspect Non-local Network for Scene Text Recognition" | |
README: configs/textrecog/master/README.md | |
Models: | |
- Name: master_resnet31_12e_st_mj_sa | |
Alias: MASTER | |
In Collection: MASTER | |
Config: configs/textrecog/master/master_resnet31_12e_st_mj_sa.py | |
Metadata: | |
Training Data: | |
- SynthText | |
- SynthAdd | |
- Syn90k | |
Results: | |
- Task: Text Recognition | |
Dataset: IIIT5K | |
Metrics: | |
word_acc: 0.9490 | |
- Task: Text Recognition | |
Dataset: SVT | |
Metrics: | |
word_acc: 0.8967 | |
- Task: Text Recognition | |
Dataset: ICDAR2013 | |
Metrics: | |
word_acc: 0.9517 | |
- Task: Text Recognition | |
Dataset: ICDAR2015 | |
Metrics: | |
word_acc: 0.7631 | |
- Task: Text Recognition | |
Dataset: SVTP | |
Metrics: | |
word_acc: 0.8465 | |
- Task: Text Recognition | |
Dataset: CT80 | |
Metrics: | |
word_acc: 0.8854 | |
Weights: https://download.openmmlab.com/mmocr/textrecog/master/master_resnet31_12e_st_mj_sa/master_resnet31_12e_st_mj_sa_20220915_152443-f4a5cabc.pth | |