From 141d50d670c5557534132541030eff08c49eeeb6 Mon Sep 17 00:00:00 2001 From: xmy0916 <863299715@qq.com> Date: Tue, 19 Jan 2021 15:52:04 +0800 Subject: [PATCH] add multi language config file imgs and dict --- .../generate_multi_language_configs.py | 108 + .../rec_multi_language_lite_train.yml | 103 + doc/imgs/arabic_1.jpg | Bin 0 -> 4815 bytes doc/imgs/arabic_2.jpg | Bin 0 -> 3709 bytes doc/imgs/be_1.jpg | Bin 0 -> 6514 bytes doc/imgs/be_2.jpg | Bin 0 -> 4578 bytes doc/imgs/bg_1.jpg | Bin 0 -> 6972 bytes doc/imgs/bg_2.jpg | Bin 0 -> 12484 bytes doc/imgs/chinese_cht_1.png | Bin 0 -> 66915 bytes doc/imgs/chinese_cht_2.png | Bin 0 -> 74458 bytes doc/imgs/fa_1.jpg | Bin 0 -> 3952 bytes doc/imgs/fa_2.jpg | Bin 0 -> 5382 bytes doc/imgs/it_1.jpg | Bin 0 -> 12289 bytes doc/imgs/it_2.jpg | Bin 0 -> 9609 bytes doc/imgs/ka_1.jpg | Bin 0 -> 6900 bytes doc/imgs/ka_2.jpg | Bin 0 -> 8028 bytes doc/imgs/oc_1.jpg | Bin 0 -> 2790 bytes doc/imgs/oc_2.jpg | Bin 0 -> 6680 bytes doc/imgs/pu_1.jpg | Bin 0 -> 15378 bytes doc/imgs/pu_2.jpg | Bin 0 -> 11661 bytes doc/imgs/rs_1.jpg | Bin 0 -> 4158 bytes doc/imgs/rs_2.jpg | Bin 0 -> 4536 bytes doc/imgs/rsc_1.jpg | Bin 0 -> 4609 bytes doc/imgs/rsc_2.jpg | Bin 0 -> 6740 bytes doc/imgs/ru_1.jpg | Bin 0 -> 12841 bytes doc/imgs/ru_2.jpg | Bin 0 -> 6181 bytes doc/imgs/ta_1.jpg | Bin 0 -> 6267 bytes doc/imgs/ta_2.jpg | Bin 0 -> 5373 bytes doc/imgs/te_1.jpg | Bin 0 -> 8357 bytes doc/imgs/te_2.jpg | Bin 0 -> 6151 bytes doc/imgs/ug_1.jpg | Bin 0 -> 5718 bytes doc/imgs/ug_2.jpg | Bin 0 -> 4870 bytes doc/imgs/uk_1.jpg | Bin 0 -> 4492 bytes doc/imgs/uk_2.jpg | Bin 0 -> 13248 bytes doc/imgs/ur_1.jpg | Bin 0 -> 5104 bytes doc/imgs/ur_2.jpg | Bin 0 -> 4829 bytes doc/imgs/xi_1.jpg | Bin 0 -> 8690 bytes doc/imgs/xi_2.jpg | Bin 0 -> 7197 bytes ppocr/utils/dict/ar_dict.txt | 117 + ppocr/utils/dict/be_dict.txt | 145 + ppocr/utils/dict/bg_dict.txt | 140 + ppocr/utils/dict/chinese_cht_dict.txt | 8421 +++++++++++++++++ ppocr/utils/dict/fa_dict.txt | 136 + ppocr/utils/dict/hi_dict.txt | 162 + ppocr/utils/dict/it_dict.txt | 118 + ppocr/utils/dict/ka_dict.txt | 153 + ppocr/utils/dict/mr_dict.txt | 153 + ppocr/utils/dict/ne_dict.txt | 153 + ppocr/utils/dict/oc_dict.txt | 96 + ppocr/utils/dict/pu_dict.txt | 130 + ppocr/utils/dict/rs_dict.txt | 91 + ppocr/utils/dict/rsc_dict.txt | 134 + ppocr/utils/dict/ru_dict.txt | 125 + ppocr/utils/dict/ta_dict.txt | 128 + ppocr/utils/dict/te_dict.txt | 151 + ppocr/utils/dict/ug_dict.txt | 114 + ppocr/utils/dict/uk_dict.txt | 142 + ppocr/utils/dict/ur_dict.txt | 137 + ppocr/utils/dict/xi_dict.txt | 110 + 59 files changed, 11267 insertions(+) create mode 100644 configs/rec/multi_language/generate_multi_language_configs.py create mode 100644 configs/rec/multi_language/rec_multi_language_lite_train.yml create mode 100644 doc/imgs/arabic_1.jpg create mode 100644 doc/imgs/arabic_2.jpg create mode 100644 doc/imgs/be_1.jpg create mode 100644 doc/imgs/be_2.jpg create mode 100644 doc/imgs/bg_1.jpg create mode 100644 doc/imgs/bg_2.jpg create mode 100644 doc/imgs/chinese_cht_1.png create mode 100644 doc/imgs/chinese_cht_2.png create mode 100644 doc/imgs/fa_1.jpg create mode 100644 doc/imgs/fa_2.jpg create mode 100644 doc/imgs/it_1.jpg create mode 100644 doc/imgs/it_2.jpg create mode 100644 doc/imgs/ka_1.jpg create mode 100644 doc/imgs/ka_2.jpg create mode 100644 doc/imgs/oc_1.jpg create mode 100644 doc/imgs/oc_2.jpg create mode 100644 doc/imgs/pu_1.jpg create mode 100644 doc/imgs/pu_2.jpg create mode 100644 doc/imgs/rs_1.jpg create mode 100644 doc/imgs/rs_2.jpg create mode 100644 doc/imgs/rsc_1.jpg create mode 100644 doc/imgs/rsc_2.jpg create mode 100644 doc/imgs/ru_1.jpg create mode 100644 doc/imgs/ru_2.jpg create mode 100644 doc/imgs/ta_1.jpg create mode 100644 doc/imgs/ta_2.jpg create mode 100644 doc/imgs/te_1.jpg create mode 100644 doc/imgs/te_2.jpg create mode 100644 doc/imgs/ug_1.jpg create mode 100644 doc/imgs/ug_2.jpg create mode 100644 doc/imgs/uk_1.jpg create mode 100644 doc/imgs/uk_2.jpg create mode 100644 doc/imgs/ur_1.jpg create mode 100644 doc/imgs/ur_2.jpg create mode 100644 doc/imgs/xi_1.jpg create mode 100644 doc/imgs/xi_2.jpg create mode 100644 ppocr/utils/dict/ar_dict.txt create mode 100644 ppocr/utils/dict/be_dict.txt create mode 100644 ppocr/utils/dict/bg_dict.txt create mode 100644 ppocr/utils/dict/chinese_cht_dict.txt create mode 100644 ppocr/utils/dict/fa_dict.txt create mode 100644 ppocr/utils/dict/hi_dict.txt create mode 100644 ppocr/utils/dict/it_dict.txt create mode 100644 ppocr/utils/dict/ka_dict.txt create mode 100644 ppocr/utils/dict/mr_dict.txt create mode 100644 ppocr/utils/dict/ne_dict.txt create mode 100644 ppocr/utils/dict/oc_dict.txt create mode 100644 ppocr/utils/dict/pu_dict.txt create mode 100644 ppocr/utils/dict/rs_dict.txt create mode 100644 ppocr/utils/dict/rsc_dict.txt create mode 100644 ppocr/utils/dict/ru_dict.txt create mode 100644 ppocr/utils/dict/ta_dict.txt create mode 100644 ppocr/utils/dict/te_dict.txt create mode 100644 ppocr/utils/dict/ug_dict.txt create mode 100644 ppocr/utils/dict/uk_dict.txt create mode 100644 ppocr/utils/dict/ur_dict.txt create mode 100644 ppocr/utils/dict/xi_dict.txt diff --git a/configs/rec/multi_language/generate_multi_language_configs.py b/configs/rec/multi_language/generate_multi_language_configs.py new file mode 100644 index 00000000..5c354c00 --- /dev/null +++ b/configs/rec/multi_language/generate_multi_language_configs.py @@ -0,0 +1,108 @@ +import yaml +from argparse import ArgumentParser, RawDescriptionHelpFormatter + +support_list = { + 'it':'italian', 'xi':'spanish', 'pu':'portuguese', 'ru':'russian', 'ar':'arabic', + 'ta':'tamil', 'ug':'uyghur', 'fa':'persian', 'ur':'urdu', 'rs':'serbian latin', + 'oc':'occitan', 'rsc':'serbian cyrillic', 'bg':'bulgarian', 'uk':'ukranian', 'be':'belarusian', + 'te':'telugu', 'ka':'kannada', 'chinese_cht':'chinese tradition','hi':'hindi','mr':'marathi', + 'ne':'nepali', +} +global_config = yaml.load(open("./rec_multi_language_lite_train.yml", 'rb'), Loader=yaml.Loader) + +class ArgsParser(ArgumentParser): + def __init__(self): + super(ArgsParser, self).__init__( + formatter_class=RawDescriptionHelpFormatter) + self.add_argument( + "-o", "--opt", nargs='+', help="set configuration options") + self.add_argument( + "-t", "--type", nargs='+', help="set language type, support {}".format(support_list)) + self.add_argument( + "--train",type=str,help="you can use this command to change the default path") + self.add_argument( + "--val",type=str,help="you can use this command to change the default path") + self.add_argument( + "--dict",type=str,help="you can use this command to change the default path") + + def parse_args(self, argv=None): + args = super(ArgsParser, self).parse_args(argv) + args.opt = self._parse_opt(args.opt) + args.type,args.config = self._set_language(args.type) + return args + + def _parse_opt(self, opts): + config = {} + if not opts: + return config + for s in opts: + s = s.strip() + k, v = s.split('=') + config[k] = yaml.load(v, Loader=yaml.Loader) + return config + + def _set_language(self, type): + config={ + 'Global':{'character_dict_path':None,'save_model_dir':None}, + 'Train':{'dataset':{'label_file_list':None}}, + 'Eval': {'dataset': {'label_file_list': None}}, + } + + assert(type),"please use -t or --type to choose language type" + assert( + type[0] in support_list.keys() + ),"the sub_keys(-t or --type) can only be one of support list: \n{},\nbut get: {}, " \ + "please check your running command".format(support_list, type) + config['Global']['character_dict_path'] = 'ppocr/utils/dict/{}_dict.txt'.format(type[0]) + config['Global']['save_model_dir'] = './output/rec_{}_lite'.format(type[0]) + config['Train']['dataset']['label_file_list'] = ["./train_data/{}_train.txt".format(type[0])] + config['Eval']['dataset']['label_file_list'] = ["./train_data/{}_val.txt".format(type[0])] + return type[0],config + + +def merge_config(global_config,new_config): + """ + Merge config into global config. + Args: + global_config: Source config + new_config (dict): Config to be merged. + Returns: global config + """ + for key, value in new_config.items(): + if "." not in key: + if isinstance(value, dict) and key in global_config: + global_config[key].update(value) + else: + global_config[key] = value + else: + sub_keys = key.split('.') + assert ( + sub_keys[0] in global_config + ), "the sub_keys can only be one of global_config: {}, but get: {}, " \ + "please check your running command".format( + global_config.keys(), sub_keys[0]) + cur = global_config[sub_keys[0]] + for idx, sub_key in enumerate(sub_keys[1:]): + if idx == len(sub_keys) - 2: + cur[sub_key] = value + else: + cur = cur[sub_key] + return global_config + +if __name__ == '__main__': + FLAGS = ArgsParser().parse_args() + global_config = merge_config(global_config,FLAGS.opt) + global_config = merge_config(global_config, FLAGS.config) + if FLAGS.train: + global_config['Train']['dataset']['label_file_list'] = [FLAGS.train] + if FLAGS.val: + global_config['Eval']['dataset']['label_file_list'] = [FLAGS.val] + if FLAGS.dict: + global_config['Global']['character_dict_path'] = FLAGS.dict + + print("train list path set to:{}".format(global_config['Train']['dataset']['label_file_list'][0])) + print("Eval list path set to :{}".format(global_config['Eval']['dataset']['label_file_list'][0])) + print("dict path set to :{}".format(global_config['Global']['character_dict_path'])) + with open('rec_{}_lite_train.yml'.format(FLAGS.type), 'w') as f: + yaml.dump(dict(global_config), f, default_flow_style=False, sort_keys=False) + print("config file set to :configs/rec/multi_language/rec_{}_lite_train.yml".format(FLAGS.type)) diff --git a/configs/rec/multi_language/rec_multi_language_lite_train.yml b/configs/rec/multi_language/rec_multi_language_lite_train.yml new file mode 100644 index 00000000..98ad2cbd --- /dev/null +++ b/configs/rec/multi_language/rec_multi_language_lite_train.yml @@ -0,0 +1,103 @@ +Global: + use_gpu: True + epoch_num: 500 + log_smooth_window: 20 + print_batch_step: 10 + save_model_dir: ./output/rec_multi_language_lite + save_epoch_step: 3 + # evaluation is run every 5000 iterations after the 4000th iteration + eval_batch_step: [0, 2000] + # if pretrained_model is saved in static mode, load_static_weights must set to True + cal_metric_during_train: True + pretrained_model: + checkpoints: + save_inference_dir: + use_visualdl: False + infer_img: + # for data or label process + character_dict_path: + # Set the language of training, if set, select the default dictionary file + character_type: + max_text_length: 25 + infer_mode: False + use_space_char: True + + +Optimizer: + name: Adam + beta1: 0.9 + beta2: 0.999 + lr: + name: Cosine + learning_rate: 0.001 + regularizer: + name: 'L2' + factor: 0.00001 + +Architecture: + model_type: rec + algorithm: CRNN + Transform: + Backbone: + name: MobileNetV3 + scale: 0.5 + model_name: small + small_stride: [1, 2, 2, 2] + Neck: + name: SequenceEncoder + encoder_type: rnn + hidden_size: 48 + Head: + name: CTCHead + fc_decay: 0.00001 + +Loss: + name: CTCLoss + +PostProcess: + name: CTCLabelDecode + +Metric: + name: RecMetric + main_indicator: acc + +Train: + dataset: + name: SimpleDataSet + data_dir: ./train_data/ + label_file_list: ["./train_data/train_list.txt"] + transforms: + - DecodeImage: # load image + img_mode: BGR + channel_first: False + - RecAug: + - CTCLabelEncode: # Class handling label + - RecResizeImg: + image_shape: [3, 32, 320] + - KeepKeys: + keep_keys: ['image', 'label', 'length'] # dataloader will return list in this order + loader: + shuffle: True + batch_size_per_card: 256 + drop_last: True + num_workers: 8 + +Eval: + dataset: + name: SimpleDataSet + data_dir: ./train_data/ + label_file_list: ["./train_data/val_list.txt"] + transforms: + - DecodeImage: # load image + img_mode: BGR + channel_first: False + - 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b/ppocr/utils/dict/hi_dict.txt @@ -0,0 +1,162 @@ + +! +# +$ +% +& +' +( ++ +, +- +. +/ +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +: +? +@ +A +B +C +D +E +F +G +H +I +J +K +L +M +N +O +P +Q +R +S +T +U +V +W +X +Y +Z +_ +a +b +c +d +e +f +g +h +i +j +k +l +m +n +o +p +q +r +s +t +u +v +w +x +y +z +É +é +ँ +ं +ः +अ +आ +इ +ई +उ +ऊ +ऋ +ए +ऐ +ऑ +ओ +औ +क +ख +ग +घ +ङ +च +छ +ज +झ +ञ +ट +ठ +ड +ढ +ण +त +थ +द +ध +न +प +फ +ब +भ +म +य +र +ल +ळ +व +श +ष +स +ह +़ +ा +ि +ी +ु +ू +ृ +ॅ +े +ै +ॉ +ो +ौ +् +क़ +ख़ +ग़ +ज़ +ड़ +ढ़ +फ़ +० +१ +२ +३ +४ +५ +६ +७ +८ +९ +॰ diff --git a/ppocr/utils/dict/it_dict.txt b/ppocr/utils/dict/it_dict.txt new file mode 100644 index 00000000..e692c6d4 --- /dev/null +++ b/ppocr/utils/dict/it_dict.txt @@ -0,0 +1,118 @@ +i +t +_ +m +g +/ +5 +I +L +S +V +R +C +2 +0 +1 +v +a +l +7 +8 +9 +6 +. +j +p + +e +r +o +d +s +n +3 +4 +P +u +c +A +- +, +" +z +h +f +b +q +ì +' +à +O +è +G +ù +é +ò +; +F +E +B +N +H +k +: +U +T +X +D +K +? +[ +M +­ +x +y +( +) +W +ö +º +w +] +Q +J ++ +ü +! +È +á +% += 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+६ +७ +८ +९ diff --git a/ppocr/utils/dict/oc_dict.txt b/ppocr/utils/dict/oc_dict.txt new file mode 100644 index 00000000..e88af8bd --- /dev/null +++ b/ppocr/utils/dict/oc_dict.txt @@ -0,0 +1,96 @@ +o +c +_ +i +m +g +/ +2 +0 +I +L +S +V +R +C +1 +v +a +l +4 +3 +. +j +p +r +e +è +t +9 +7 +5 +8 +n +' +b +s +6 +q +u +á +d +ò +à +h +z +f +ï +í +A +ç +x +ó +é +P +O +Ò +ü +k +À +F +- +ú +­ +æ +Á +D +E +w +K +T +N +y +U +Z +G +B +J +H +M +W +Y +X +Q +% +$ +, +@ +& +! +: +( +# +? ++ +É + diff --git a/ppocr/utils/dict/pu_dict.txt b/ppocr/utils/dict/pu_dict.txt new file mode 100644 index 00000000..9500fae6 --- /dev/null +++ b/ppocr/utils/dict/pu_dict.txt @@ -0,0 +1,130 @@ +p +u +_ +i +m +g +/ +8 +I +L +S +V +R +C +2 +0 +1 +v +a +l +6 +7 +4 +5 +. +j + +q +e +s +t +ã +o +x +9 +c +n +r +z +ç +õ +3 +A +U +d +º +ô +­ +, +E +; +ó +á +b +D +? +ú +ê +- +h +P +f +à +N +í +O +M +G +É +é +â +F +: +T +Á +" +Q +) +W +J +B +H +( +ö +% +Ö +« +w +K +y +! +k +] +' +Z ++ +Ç +Õ +Y +À +X +µ +» +ª +Í +ü +ä +´ +è +ñ 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++ +Y +- +B +G +( +) +¿ +? +w +¡ +! +X +É +K +k +Á +ü +Ú +« +» +J +' +ö +W +Z +º +Ö +­ +[ +] +Ç +ç +à +ä +û +ò +Í +ê +ô +ø +ª -- GitLab