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standard_0.1.0_EasyOcrEngine

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2b20a97
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add model

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Files changed (3) hide show
  1. log_train.txt +45 -0
  2. opt.txt +46 -0
  3. weights.pth +3 -0
log_train.txt ADDED
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+ [10000/100000] Train loss: 0.00279, Valid loss: 0.02247, Elapsed_time: 1603.94799
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+ Current_accuracy : 98.860, Current_norm_ED : 0.9968
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+ Best_accuracy : 98.860, Best_norm_ED : 0.9968
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+ --------------------------------------------------------------------------------
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+ Ground Truth | Prediction | Confidence Score & T/F
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+ --------------------------------------------------------------------------------
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+ a. | a. | 0.7822 True
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+ 27.02.2015 | 27.02.2015 | 0.4166 True
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+ --------------------------------------------------------------------------------
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+ [20000/100000] Train loss: 0.00096, Valid loss: 0.02361, Elapsed_time: 8258.16354
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+ Current_accuracy : 98.962, Current_norm_ED : 0.9969
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+ Best_accuracy : 98.962, Best_norm_ED : 0.9969
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+ --------------------------------------------------------------------------------
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+ Ground Truth | Prediction | Confidence Score & T/F
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+ --------------------------------------------------------------------------------
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+ 11122055-08 | 11122055-08 | 0.9543 True
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+ 350,00 | 350,00 | 0.5749 True
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+ --------------------------------------------------------------------------------
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+ [30000/100000] Train loss: 0.00077, Valid loss: 0.02704, Elapsed_time: 15010.68469
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+ Current_accuracy : 98.997, Current_norm_ED : 0.9970
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+ Best_accuracy : 98.997, Best_norm_ED : 0.9970
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+ --------------------------------------------------------------------------------
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+ Ground Truth | Prediction | Confidence Score & T/F
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+ --------------------------------------------------------------------------------
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+ tel: | tel: | 0.9874 True
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+ balón | balón | 0.5678 True
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+ --------------------------------------------------------------------------------
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+ [40000/100000] Train loss: 0.00045, Valid loss: 0.02409, Elapsed_time: 21571.82877
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+ Current_accuracy : 98.997, Current_norm_ED : 0.9970
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+ Best_accuracy : 98.997, Best_norm_ED : 0.9970
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+ --------------------------------------------------------------------------------
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+ Ground Truth | Prediction | Confidence Score & T/F
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+ --------------------------------------------------------------------------------
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+ pro | pro | 0.9947 True
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+ Dušan | Dušan | 0.9862 True
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+ --------------------------------------------------------------------------------
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+ [50000/100000] Train loss: 0.00023, Valid loss: 0.02567, Elapsed_time: 28131.07333
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+ Current_accuracy : 98.971, Current_norm_ED : 0.9970
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+ Best_accuracy : 98.997, Best_norm_ED : 0.9970
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+ --------------------------------------------------------------------------------
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+ Ground Truth | Prediction | Confidence Score & T/F
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+ --------------------------------------------------------------------------------
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+ 1,04 | 1,04 | 0.4508 True
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+ 6.3.2015 | 6.3.2015 | 0.2867 True
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+ --------------------------------------------------------------------------------
opt.txt ADDED
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+ ------------ Options -------------
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+ number:
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+ symbol:
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+ lang_char: !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€
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+ experiment_name: extended_dataset
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+ train_data: all_data
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+ valid_data: all_data/valid
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+ manualSeed: 1111
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+ workers: 6
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+ batch_size: 32
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+ num_iter: 100000
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+ valInterval: 10000
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+ saved_model: saved_models/extended_dataset/latin.pth
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+ FT: False
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+ optim: Adam
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+ lr: 1.0
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+ beta1: 0.9
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+ rho: 0.95
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+ eps: 1e-08
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+ grad_clip: 5
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+ select_data: ['train']
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+ batch_ratio: ['1']
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+ total_data_usage_ratio: 1.0
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+ batch_max_length: 34
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+ imgH: 64
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+ imgW: 600
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+ rgb: False
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+ contrast_adjust: 0.0
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+ sensitive: True
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+ PAD: True
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+ data_filtering_off: False
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+ Transformation: None
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+ FeatureExtraction: VGG
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+ SequenceModeling: BiLSTM
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+ Prediction: CTC
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+ num_fiducial: 20
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+ input_channel: 1
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+ output_channel: 256
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+ hidden_size: 256
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+ decode: greedy
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+ new_prediction: False
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+ freeze_FeatureFxtraction: False
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+ freeze_SequenceModeling: False
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+ character: !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€
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+ num_class: 352
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+ ---------------------------------------
weights.pth ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:55c93e8ba0d8194e6bc0caf98dceaf372db7d92ac449d55c499c014cd24bb4da
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+ size 15404555