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| number: '0123456789' | |
| symbol: "!?.,:;'#()<>+-/*=%$»« " | |
| lang_char: 'АБВГДЕЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯЁабвгдежзийклмнопрстуфхцчшщъыьэюяёӘҒҚҢӨҰҮІҺәғқңөұүіһ' | |
| experiment_name: 'kz_synthtiger_v6' | |
| train_data: '../../synthtiger_kz/results/train_v6' | |
| valid_data: '../../synthtiger_kz/results/test_v6' | |
| manualSeed: 1111 | |
| workers: 6 | |
| batch_size: 256 #32 | |
| num_iter: 100000 | |
| valInterval: 1000 | |
| saved_model: '' #'saved_models/en_filtered/iter_300000.pth' | |
| FT: False | |
| optim: False # default is Adadelta | |
| lr: 1. | |
| beta1: 0.9 | |
| rho: 0.95 | |
| eps: 0.00000001 | |
| grad_clip: 5 | |
| #Data processing | |
| select_data: 'images' # this is dataset folder in train_data | |
| batch_ratio: '1' | |
| total_data_usage_ratio: 1.0 | |
| batch_max_length: 34 | |
| imgH: 64 | |
| imgW: 600 | |
| rgb: False | |
| sensitive: True | |
| PAD: True | |
| contrast_adjust: 0.0 | |
| data_filtering_off: False | |
| # Model Architecture | |
| Transformation: 'None' | |
| FeatureExtraction: 'VGG' | |
| SequenceModeling: 'BiLSTM' | |
| Prediction: 'CTC' | |
| num_fiducial: 20 | |
| input_channel: 1 | |
| output_channel: 256 | |
| hidden_size: 256 | |
| decode: 'greedy' | |
| new_prediction: False | |
| freeze_FeatureFxtraction: False | |
| freeze_SequenceModeling: False | |
| network_params: | |
| input_channel: 1 | |
| output_channel: 256 | |
| hidden_size: 256 | |
| lang_list: | |
| - 'en' | |
| character_list: 0123456789!?.,:;'#()<>+-/*=%$»« АБВГДЕЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯЁабвгдежзийклмнопрстуфхцчшщъыьэюяёӘҒҚҢӨҰҮІҺәғқңөұүіһ |