Spaces:
Sleeping
Sleeping
File size: 1,477 Bytes
24c4def |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 |
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
|