def tw(self):
# Folder: ./bin/cnocr_models/tw
# Size: 8.43MB
# Model: densenet-lite-gru
# Epoch: 63
# Validation accuracy: 99.24%
# Font: Various, 6 kinds
# Charset: Numbers, Upper english characters, Chinese traditional characters
# _num_classes: 5322
return AlOcr(model_name='densenet-lite-gru', model_epoch=63, root='./bin/cnocr_models/tw', name='tw')
def cnocr(self):
# Folder: ./bin/cnocr_models/cnocr
# Size: 9.51MB
# Model: densenet-lite-gru
# Epoch: 39
# Validation accuracy: 99.04%
# Font: Various
# Charset: Number, English character, Chinese character, symbols, <space>
# _num_classes: 6426
return AlOcr(model_name='densenet-lite-gru', model_epoch=39, root='./bin/cnocr_models/cnocr', name='cnocr')
def azur_lane(self):
# Folder: ./bin/cnocr_models/azur_lane
# Size: 3.25MB
# Model: densenet-lite-gru
# Epoch: 15
# Validation accuracy: 99.43%
# Font: Impact, AgencyFB-Regular, MStiffHeiHK-UltraBold
# Charset: 0123456789ABCDEFGHIJKLMNPQRSTUVWXYZ:/- (Letter 'O' and <space> is not included)
# _num_classes: 39
return AlOcr(model_name='densenet-lite-gru', model_epoch=15, root='./bin/cnocr_models/azur_lane',
name='azur_lane')
from module.exception import ScriptError
from module.logger import logger
from module.ocr.al_ocr import AlOcr
OCR_MODEL = {
# Folder: ./bin/cnocr_models/azur_lane
# Size: 3.25MB
# Model: densenet-lite-gru
# Epoch: 15
# Validation accuracy: 99.43%
# Font: Impact, AgencyFB-Regular, MStiffHeiHK-UltraBold
# Charset: 0123456789ABCDEFGHIJKLMNPQRSTUVWXYZ:/- (Letter 'O' and <space> is not included)
# _num_classes: 39
'azur_lane':
AlOcr(model_name='densenet-lite-gru',
model_epoch=15,
root='./bin/cnocr_models/azur_lane',
name='azur_lane'),
# Folder: ./bin/cnocr_models/cnocr
# Size: 9.51MB
# Model: densenet-lite-gru
# Epoch: 39
# Validation accuracy: 99.04%
# Font: Various
# Charset: Number, English character, Chinese character, symbols, <space>
# _num_classes: 6426
'cnocr':
AlOcr(model_name='densenet-lite-gru',
model_epoch=39,
root='./bin/cnocr_models/cnocr',
name='cnocr'),
def jp(self):
return AlOcr(model_name='densenet-lite-gru', model_epoch=125, root='./bin/cnocr_models/jp', name='jp')