From bb7798518253f84442b47e1aec22786f8a4543bc Mon Sep 17 00:00:00 2001 From: tink2123 Date: Mon, 11 May 2020 17:52:43 +0800 Subject: [PATCH 1/9] fix infer_rec and add ic15_dict --- configs/rec/rec_chinese_lite_train.yml | 5 +- configs/rec/rec_chinese_reader.yml | 9 +- ppocr/data/rec/dataset_traversal.py | 25 +- ppocr/utils/ic15_dict.txt | 86 + set_env.sh | 20 +- tools/infer_rec.py | 17 +- train_data/gt_test.txt | 2077 +++++++++++ train_data/gt_train.txt | 4468 ++++++++++++++++++++++++ 8 files changed, 6676 insertions(+), 31 deletions(-) create mode 100644 ppocr/utils/ic15_dict.txt create mode 100644 train_data/gt_test.txt create mode 100644 train_data/gt_train.txt diff --git a/configs/rec/rec_chinese_lite_train.yml b/configs/rec/rec_chinese_lite_train.yml index e821a6230b..16b7148045 100755 --- a/configs/rec/rec_chinese_lite_train.yml +++ b/configs/rec/rec_chinese_lite_train.yml @@ -15,8 +15,9 @@ Global: character_dict_path: ./ppocr/utils/ppocr_keys_v1.txt loss_type: ctc reader_yml: ./configs/rec/rec_chinese_reader.yml - pretrain_weights: - + pretrain_weights: best_accuracy + infer_img: ./infer_img + Architecture: function: ppocr.modeling.architectures.rec_model,RecModel diff --git a/configs/rec/rec_chinese_reader.yml b/configs/rec/rec_chinese_reader.yml index 95e1b500a6..19561dd27e 100755 --- a/configs/rec/rec_chinese_reader.yml +++ b/configs/rec/rec_chinese_reader.yml @@ -1,14 +1,13 @@ TrainReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader num_workers: 8 - img_set_dir: . - label_file_path: ./train_data/hard_label.txt + img_set_dir: ./train_data + label_file_path: ./train_data/gt_train.txt EvalReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader - img_set_dir: . - label_file_path: ./train_data/label_val_all.txt + img_set_dir: ./train_data + label_file_path: ./train_data/gt_test.txt TestReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader - infer_img: ./infer_img diff --git a/ppocr/data/rec/dataset_traversal.py b/ppocr/data/rec/dataset_traversal.py index b6a5fc104d..57265dbbaa 100755 --- a/ppocr/data/rec/dataset_traversal.py +++ b/ppocr/data/rec/dataset_traversal.py @@ -143,8 +143,9 @@ def __init__(self, params): self.num_workers = 1 else: self.num_workers = params['num_workers'] - self.img_set_dir = params['img_set_dir'] - self.label_file_path = params['label_file_path'] + if params['mode'] != 'test': + self.img_set_dir = params['img_set_dir'] + self.label_file_path = params['label_file_path'] self.char_ops = params['char_ops'] self.image_shape = params['image_shape'] self.loss_type = params['loss_type'] @@ -164,10 +165,17 @@ def __call__(self, process_id): def sample_iter_reader(): if self.mode == 'test': - print("infer_img:", self.infer_img) - img = cv2.imread(self.infer_img) - norm_img = process_image(img, self.image_shape) - yield norm_img + image_file_list = [] + if os.path.isfile(self.infer_img): + image_file_list = [self.infer_img] + elif os.path.isdir(self.infer_img): + for single_file in os.listdir(self.infer_img): + if single_file.endswith('png') or single_file.endswith('jpg'): + image_file_list.append(os.path.join(self.infer_img, single_file)) + for single_img in image_file_list: + img = cv2.imread(single_img) + norm_img = process_image(img, self.image_shape) + yield norm_img with open(self.label_file_path, "rb") as fin: label_infor_list = fin.readlines() img_num = len(label_infor_list) @@ -179,6 +187,7 @@ def sample_iter_reader(): img_path = self.img_set_dir + "/" + substr[0] img = cv2.imread(img_path) if img is None: + logger.info("{} does not exist!".format(img_path)) continue label = substr[1] outs = process_image(img, self.image_shape, label, @@ -198,4 +207,6 @@ def batch_iter_reader(): if len(batch_outs) != 0: yield batch_outs - return batch_iter_reader + if self.mode != 'test': + return batch_iter_reader + return sample_iter_reader diff --git a/ppocr/utils/ic15_dict.txt b/ppocr/utils/ic15_dict.txt new file mode 100644 index 0000000000..c6df88224b --- /dev/null +++ b/ppocr/utils/ic15_dict.txt @@ -0,0 +1,86 @@ +J +O +I +N +T +y +o +u +r +s +e +l +f +1 +5 +4 +9 +7 +2 +8 +0 +F +m +P +A +B +L +C +K +S +R +E +Y +U +p +d +g +a +t +i +n +h +W +D +v +H +V +G +w +M +! +k +c +. +( +) +X +b +- +Q +x +Z +? +@ +3 +/ +% +$ +, +' +: +z +& +j +6 ++ + +[ +] +; +# +q +\ +´ +É += diff --git a/set_env.sh b/set_env.sh index b32e58e3d2..077e5b4687 100644 --- a/set_env.sh +++ b/set_env.sh @@ -1,12 +1,10 @@ #. /paddle/set_env.sh↩ -export CUDA_VISIBLE_DEVICES="0,1,2,3"↩ -export PYTHONPATH=$PYTHONPATH:.↩ -export FLAGS_fraction_of_gpu_memory_to_use=1.0↩ -↩ -python_bin_dir="/opt/_internal/cpython-3.7.0/bin/"↩ -alias python=$python_bin_dir"python3.7"↩ -alias pip=$python_bin_dir"pip3.7"↩ -alias ipython=$python_bin_dir"ipython3"↩ -export LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib:$LD_LIBRARY_PATH↩ -export PYTHONPATH=$PYTHONPATH:.↩ -ldconfig↩ +export CUDA_VISIBLE_DEVICES="0,1,2,3" +export FLAGS_fraction_of_gpu_memory_to_use=1.0 +python_bin_dir="/opt/_internal/cpython-3.7.0/bin/" +alias python=$python_bin_dir"python3.7" +alias pip=$python_bin_dir"pip3.7" +alias ipython=$python_bin_dir"ipython3" +export LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib:$LD_LIBRARY_PATH +export PYTHONPATH=$PYTHONPATH:. +ldconfig diff --git a/tools/infer_rec.py b/tools/infer_rec.py index 7197739164..927a4ca608 100755 --- a/tools/infer_rec.py +++ b/tools/infer_rec.py @@ -20,7 +20,7 @@ import time import multiprocessing import numpy as np - +import glob def set_paddle_flags(**kwargs): for key, value in kwargs.items(): @@ -79,9 +79,14 @@ def main(): init_model(config, eval_prog, exe) - blobs = reader_main(config, 'test') - imgs = next(blobs()) - for img in imgs: + blobs = reader_main(config, 'test')() + infer_list = os.listdir(config['Global']['infer_img']) + max_img_num = len(infer_list) + if len(infer_list) == 0: + logger.info("Can not find img in infer_img dir.") + for i in range(max_img_num): + print("infer_img:",infer_list[i]) + img = next(blobs) predict = exe.run(program=eval_prog, feed={"image": img}, fetch_list=fetch_varname_list, @@ -101,8 +106,8 @@ def main(): preds_text = preds_text.reshape(-1) preds_text = char_ops.decode(preds_text) - print(preds) - print(preds_text) + print("\t index:",preds) + print("\t word :",preds_text) # save for inference model target_var = [] diff --git a/train_data/gt_test.txt b/train_data/gt_test.txt new file mode 100644 index 0000000000..a08f9b83f2 --- /dev/null +++ b/train_data/gt_test.txt @@ -0,0 +1,2077 @@ +test/word_1.png JOINT +test/word_2.png yourself +test/word_3.png 154 +test/word_4.png 197 +test/word_5.png 727 +test/word_6.png 198 +test/word_7.png 20029 +test/word_8.png Free +test/word_9.png from +test/word_10.png PAIN +test/word_11.png BLOCK +test/word_12.png 441B +test/word_13.png STOREY +test/word_14.png NUS +test/word_15.png Speed +test/word_16.png Regulating +test/word_17.png Strips +test/word_18.png Ahead +test/word_19.png SLOW +test/word_20.png DOORS +test/word_21.png BEROBI +test/word_22.png Reserved +test/word_23.png Seating +test/word_24.png FOR +test/word_25.png SHOP +test/word_26.png Kappa +test/word_27.png CAUTION +test/word_28.png VEGETARIAN +test/word_29.png Please +test/word_30.png lower +test/word_31.png your +test/word_32.png volume +test/word_33.png when +test/word_34.png you +test/word_35.png pass +test/word_36.png residential +test/word_37.png areas +test/word_38.png BEWARE +test/word_39.png MAINTENANCE +test/word_40.png VEHICLES +test/word_41.png those +test/word_42.png need! +test/word_43.png Care +test/word_44.png for +test/word_45.png Look +test/word_46.png Care +test/word_47.png CHEVRON +test/word_48.png Premner +test/word_49.png HSBC +test/word_50.png HOUE +test/word_51.png the +test/word_52.png Future +test/word_53.png Communication +test/word_54.png venting +test/word_55.png ntelligence. +test/word_56.png Reserved +test/word_57.png Seating +test/word_58.png 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+train/word_4442.png EVOLVE +train/word_4443.png MIXED +train/word_4444.png GOWN +train/word_4445.png GOWNS +train/word_4446.png STARA +train/word_4447.png BR AL +train/word_4448.png BRIDAL +train/word_4449.png STARA +train/word_4450.png BRIDAL +train/word_4451.png GOWNS +train/word_4452.png PROMOTION!! +train/word_4453.png SALES +train/word_4454.png 20% +train/word_4455.png HOM +train/word_4456.png YOGA +train/word_4457.png Reebok +train/word_4458.png CAMELBAK +train/word_4459.png GOT +train/word_4460.png YOUR +train/word_4461.png OGIO +train/word_4462.png speedo +train/word_4463.png mps +train/word_4464.png ONE +train/word_4465.png ar. +train/word_4466.png play +train/word_4467.png exclusives +train/word_4468.png gest From d27ae42a450b53bdec004eed78b8422d8f6f262c Mon Sep 17 00:00:00 2001 From: tink2123 Date: Mon, 11 May 2020 18:05:57 +0800 Subject: [PATCH 2/9] fix typo --- configs/rec/rec_chinese_lite_train.yml | 2 +- tools/infer_rec.py | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/configs/rec/rec_chinese_lite_train.yml b/configs/rec/rec_chinese_lite_train.yml index 16b7148045..738aaa81a4 100755 --- a/configs/rec/rec_chinese_lite_train.yml +++ b/configs/rec/rec_chinese_lite_train.yml @@ -15,7 +15,7 @@ Global: character_dict_path: ./ppocr/utils/ppocr_keys_v1.txt loss_type: ctc reader_yml: ./configs/rec/rec_chinese_reader.yml - pretrain_weights: best_accuracy + pretrain_weights: infer_img: ./infer_img Architecture: diff --git a/tools/infer_rec.py b/tools/infer_rec.py index 927a4ca608..70e75517fe 100755 --- a/tools/infer_rec.py +++ b/tools/infer_rec.py @@ -20,7 +20,6 @@ import time import multiprocessing import numpy as np -import glob def set_paddle_flags(**kwargs): for key, value in kwargs.items(): From d6778e25198d4702f7ae61f168f3053f8c4751af Mon Sep 17 00:00:00 2001 From: tink2123 Date: Mon, 11 May 2020 19:47:13 +0800 Subject: [PATCH 3/9] del lable, polish data_reader --- ppocr/data/rec/dataset_traversal.py | 8 +- tools/infer_rec.py | 6 +- train_data/gt_test.txt | 2077 ------------- train_data/gt_train.txt | 4468 --------------------------- 4 files changed, 11 insertions(+), 6548 deletions(-) delete mode 100644 train_data/gt_test.txt delete mode 100644 train_data/gt_train.txt diff --git a/ppocr/data/rec/dataset_traversal.py b/ppocr/data/rec/dataset_traversal.py index 57265dbbaa..01d984a777 100755 --- a/ppocr/data/rec/dataset_traversal.py +++ b/ppocr/data/rec/dataset_traversal.py @@ -170,10 +170,14 @@ def sample_iter_reader(): image_file_list = [self.infer_img] elif os.path.isdir(self.infer_img): for single_file in os.listdir(self.infer_img): - if single_file.endswith('png') or single_file.endswith('jpg'): - image_file_list.append(os.path.join(self.infer_img, single_file)) + if single_file.split('.')[ + -1] not in ['bmp', 'jpg', 'jpeg', 'png', 'JPEG', 'JPG', 'PNG']: + continue + image_file_list.append(os.path.join(self.infer_img, single_file)) for single_img in image_file_list: img = cv2.imread(single_img) + if img.shape[-1]==1 or len(list(img.shape))==2: + img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) norm_img = process_image(img, self.image_shape) yield norm_img with open(self.label_file_path, "rb") as fin: diff --git a/tools/infer_rec.py b/tools/infer_rec.py index 70e75517fe..81f9974476 100755 --- a/tools/infer_rec.py +++ b/tools/infer_rec.py @@ -79,7 +79,11 @@ def main(): init_model(config, eval_prog, exe) blobs = reader_main(config, 'test')() - infer_list = os.listdir(config['Global']['infer_img']) + infer_img = config['Global']['infer_img'] + if os.path.isfile(infer_img): + infer_list = [infer_img] + elif os.path.isdir(infer_img): + infer_list = os.listdir(config['Global']['infer_img']) max_img_num = len(infer_list) if len(infer_list) == 0: logger.info("Can not find img in infer_img dir.") diff --git a/train_data/gt_test.txt b/train_data/gt_test.txt deleted file mode 100644 index a08f9b83f2..0000000000 --- a/train_data/gt_test.txt +++ /dev/null @@ -1,2077 +0,0 @@ -test/word_1.png JOINT 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-train/word_4406.png The -train/word_4407.png Ramp -train/word_4408.png Carpark -train/word_4409.png LEVEL -train/word_4410.png AMKISOKI -train/word_4411.png THE -train/word_4412.png EXCEPTIONAL -train/word_4413.png QUALITY -train/word_4414.png SYEARS -train/word_4415.png VERANDAH -train/word_4416.png RAMEN -train/word_4417.png CHAMPION -train/word_4418.png NANTSUTTE -train/word_4419.png SINGAPORE -train/word_4420.png 5YEARS -train/word_4421.png RAMEN -train/word_4422.png TON -train/word_4423.png Garden -train/word_4424.png This -train/word_4425.png Lift -train/word_4426.png LOBBY -train/word_4427.png L12 -train/word_4428.png Serves -train/word_4429.png #12-02 -train/word_4430.png BEER -train/word_4431.png SOMA -train/word_4432.png korean -train/word_4433.png BBQ -train/word_4434.png buffet -train/word_4435.png cook -train/word_4436.png HOT -train/word_4437.png STUFF -train/word_4438.png STYLE -train/word_4439.png MMA -train/word_4440.png SOMA -train/word_4441.png SOMA -train/word_4442.png EVOLVE -train/word_4443.png MIXED -train/word_4444.png GOWN -train/word_4445.png GOWNS -train/word_4446.png STARA -train/word_4447.png BR AL -train/word_4448.png BRIDAL -train/word_4449.png STARA -train/word_4450.png BRIDAL -train/word_4451.png GOWNS -train/word_4452.png PROMOTION!! -train/word_4453.png SALES -train/word_4454.png 20% -train/word_4455.png HOM -train/word_4456.png YOGA -train/word_4457.png Reebok -train/word_4458.png CAMELBAK -train/word_4459.png GOT -train/word_4460.png YOUR -train/word_4461.png OGIO -train/word_4462.png speedo -train/word_4463.png mps -train/word_4464.png ONE -train/word_4465.png ar. -train/word_4466.png play -train/word_4467.png exclusives -train/word_4468.png gest From 4eb359e8a7ce84685a23f3f199a14d23b54e96a4 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Tue, 12 May 2020 15:21:59 +0800 Subject: [PATCH 4/9] add ic15 yml --- configs/rec/rec_chinese_reader.yml | 4 +-- configs/rec/rec_ic15_reader.yml | 13 +++++++++ configs/rec/rec_ic15_train.yml | 42 ++++++++++++++++++++++++++++++ tools/eval.py | 2 +- 4 files changed, 58 insertions(+), 3 deletions(-) create mode 100755 configs/rec/rec_ic15_reader.yml create mode 100755 configs/rec/rec_ic15_train.yml diff --git a/configs/rec/rec_chinese_reader.yml b/configs/rec/rec_chinese_reader.yml index 19561dd27e..9b742753e7 100755 --- a/configs/rec/rec_chinese_reader.yml +++ b/configs/rec/rec_chinese_reader.yml @@ -2,12 +2,12 @@ TrainReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader num_workers: 8 img_set_dir: ./train_data - label_file_path: ./train_data/gt_train.txt + label_file_path: ./train_data/train_label.txt EvalReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader img_set_dir: ./train_data - label_file_path: ./train_data/gt_test.txt + label_file_path: ./train_data/test_label.txt TestReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader diff --git a/configs/rec/rec_ic15_reader.yml b/configs/rec/rec_ic15_reader.yml new file mode 100755 index 0000000000..19561dd27e --- /dev/null +++ b/configs/rec/rec_ic15_reader.yml @@ -0,0 +1,13 @@ +TrainReader: + reader_function: ppocr.data.rec.dataset_traversal,SimpleReader + num_workers: 8 + img_set_dir: ./train_data + label_file_path: ./train_data/gt_train.txt + +EvalReader: + reader_function: ppocr.data.rec.dataset_traversal,SimpleReader + img_set_dir: ./train_data + label_file_path: ./train_data/gt_test.txt + +TestReader: + reader_function: ppocr.data.rec.dataset_traversal,SimpleReader diff --git a/configs/rec/rec_ic15_train.yml b/configs/rec/rec_ic15_train.yml new file mode 100755 index 0000000000..05105f0445 --- /dev/null +++ b/configs/rec/rec_ic15_train.yml @@ -0,0 +1,42 @@ +Global: + algorithm: CRNN + use_gpu: true + epoch_num: 300 + log_smooth_window: 20 + print_batch_step: 10 + save_model_dir: output_ic15 + save_epoch_step: 3 + eval_batch_step: 2000 + train_batch_size_per_card: 256 + test_batch_size_per_card: 256 + image_shape: [3, 32, 100] + max_text_length: 25 + character_type: ch + character_dict_path: ./ppocr/utils/ic15_dict.txt + loss_type: ctc + reader_yml: ./configs/rec/rec_ic15_reader.yml + pretrain_weights: ./pretrain_models/best_accuracy + infer_img: ./infer_img + +Architecture: + function: ppocr.modeling.architectures.rec_model,RecModel + +Backbone: + function: ppocr.modeling.backbones.rec_mobilenet_v3,MobileNetV3 + scale: 0.5 + model_name: small + +Head: + function: ppocr.modeling.heads.rec_ctc_head,CTCPredict + encoder_type: rnn + SeqRNN: + hidden_size: 48 + +Loss: + function: ppocr.modeling.losses.rec_ctc_loss,CTCLoss + +Optimizer: + function: ppocr.optimizer,AdamDecay + base_lr: 0.001 + beta1: 0.9 + beta2: 0.999 diff --git a/tools/eval.py b/tools/eval.py index 3b17664881..949f3a343e 100755 --- a/tools/eval.py +++ b/tools/eval.py @@ -80,7 +80,7 @@ def main(): metrics = eval_det_run(exe, config, eval_info_dict, "test") else: reader_type = config['Global']['reader_yml'] - if "chinese" in reader_type: + if "benchmark" not in reader_type: eval_reader = reader_main(config=config, mode="eval") eval_info_dict = {'program': eval_program, \ 'reader': eval_reader, \ From d24a39df880603d0f5f25261e659f226c120f9a2 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Tue, 12 May 2020 19:55:16 +0800 Subject: [PATCH 5/9] use public function for inference --- configs/rec/rec_chinese_lite_train.yml | 42 -------- configs/rec/rec_chinese_reader.yml | 13 --- ...ic15_reader.yml => rec_icdar15_reader.yml} | 1 + ...c_ic15_train.yml => rec_icdar15_train.yml} | 9 +- ppocr/data/rec/dataset_traversal.py | 11 +- ppocr/utils/ic15_dict.txt | 102 +++++------------- set_env.sh | 10 -- tools/infer_rec.py | 9 +- 8 files changed, 36 insertions(+), 161 deletions(-) delete mode 100755 configs/rec/rec_chinese_lite_train.yml delete mode 100755 configs/rec/rec_chinese_reader.yml rename configs/rec/{rec_ic15_reader.yml => rec_icdar15_reader.yml} (94%) rename configs/rec/{rec_ic15_train.yml => rec_icdar15_train.yml} (82%) delete mode 100644 set_env.sh diff --git a/configs/rec/rec_chinese_lite_train.yml b/configs/rec/rec_chinese_lite_train.yml deleted file mode 100755 index 738aaa81a4..0000000000 --- a/configs/rec/rec_chinese_lite_train.yml +++ /dev/null @@ -1,42 +0,0 @@ -Global: - algorithm: CRNN - use_gpu: true - epoch_num: 300 - log_smooth_window: 20 - print_batch_step: 10 - save_model_dir: output - save_epoch_step: 3 - eval_batch_step: 2000 - train_batch_size_per_card: 256 - test_batch_size_per_card: 256 - image_shape: [3, 32, 100] - max_text_length: 25 - character_type: ch - character_dict_path: ./ppocr/utils/ppocr_keys_v1.txt - loss_type: ctc - reader_yml: ./configs/rec/rec_chinese_reader.yml - pretrain_weights: - infer_img: ./infer_img - -Architecture: - function: ppocr.modeling.architectures.rec_model,RecModel - -Backbone: - function: ppocr.modeling.backbones.rec_mobilenet_v3,MobileNetV3 - scale: 0.5 - model_name: small - -Head: - function: ppocr.modeling.heads.rec_ctc_head,CTCPredict - encoder_type: rnn - SeqRNN: - hidden_size: 48 - -Loss: - function: ppocr.modeling.losses.rec_ctc_loss,CTCLoss - -Optimizer: - function: ppocr.optimizer,AdamDecay - base_lr: 0.001 - beta1: 0.9 - beta2: 0.999 diff --git a/configs/rec/rec_chinese_reader.yml b/configs/rec/rec_chinese_reader.yml deleted file mode 100755 index 9b742753e7..0000000000 --- a/configs/rec/rec_chinese_reader.yml +++ /dev/null @@ -1,13 +0,0 @@ -TrainReader: - reader_function: ppocr.data.rec.dataset_traversal,SimpleReader - num_workers: 8 - img_set_dir: ./train_data - label_file_path: ./train_data/train_label.txt - -EvalReader: - reader_function: ppocr.data.rec.dataset_traversal,SimpleReader - img_set_dir: ./train_data - label_file_path: ./train_data/test_label.txt - -TestReader: - reader_function: ppocr.data.rec.dataset_traversal,SimpleReader diff --git a/configs/rec/rec_ic15_reader.yml b/configs/rec/rec_icdar15_reader.yml similarity index 94% rename from configs/rec/rec_ic15_reader.yml rename to configs/rec/rec_icdar15_reader.yml index 19561dd27e..e34ed42f43 100755 --- a/configs/rec/rec_ic15_reader.yml +++ b/configs/rec/rec_icdar15_reader.yml @@ -11,3 +11,4 @@ EvalReader: TestReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader + infer_img: ./infer_img diff --git a/configs/rec/rec_ic15_train.yml b/configs/rec/rec_icdar15_train.yml similarity index 82% rename from configs/rec/rec_ic15_train.yml rename to configs/rec/rec_icdar15_train.yml index 05105f0445..ddaf157f5e 100755 --- a/configs/rec/rec_ic15_train.yml +++ b/configs/rec/rec_icdar15_train.yml @@ -5,8 +5,8 @@ Global: log_smooth_window: 20 print_batch_step: 10 save_model_dir: output_ic15 - save_epoch_step: 3 - eval_batch_step: 2000 + save_epoch_step: 300 + eval_batch_step: 200 train_batch_size_per_card: 256 test_batch_size_per_card: 256 image_shape: [3, 32, 100] @@ -14,9 +14,8 @@ Global: character_type: ch character_dict_path: ./ppocr/utils/ic15_dict.txt loss_type: ctc - reader_yml: ./configs/rec/rec_ic15_reader.yml - pretrain_weights: ./pretrain_models/best_accuracy - infer_img: ./infer_img + reader_yml: ./configs/rec/rec_icdar15_reader.yml + pretrain_weights: ./pretrain_models/CRNN/best_accuracy Architecture: function: ppocr.modeling.architectures.rec_model,RecModel diff --git a/ppocr/data/rec/dataset_traversal.py b/ppocr/data/rec/dataset_traversal.py index 01d984a777..bbd8090acc 100755 --- a/ppocr/data/rec/dataset_traversal.py +++ b/ppocr/data/rec/dataset_traversal.py @@ -22,6 +22,7 @@ import lmdb from ppocr.utils.utility import initial_logger +from tools.infer.utility import get_image_file_list logger = initial_logger() from .img_tools import process_image, get_img_data @@ -165,15 +166,7 @@ def __call__(self, process_id): def sample_iter_reader(): if self.mode == 'test': - image_file_list = [] - if os.path.isfile(self.infer_img): - image_file_list = [self.infer_img] - elif os.path.isdir(self.infer_img): - for single_file in os.listdir(self.infer_img): - if single_file.split('.')[ - -1] not in ['bmp', 'jpg', 'jpeg', 'png', 'JPEG', 'JPG', 'PNG']: - continue - image_file_list.append(os.path.join(self.infer_img, single_file)) + image_file_list = get_image_file_list(self.infer_img) for single_img in image_file_list: img = cv2.imread(single_img) if img.shape[-1]==1 or len(list(img.shape))==2: diff --git a/ppocr/utils/ic15_dict.txt b/ppocr/utils/ic15_dict.txt index c6df88224b..c1f9993dae 100644 --- a/ppocr/utils/ic15_dict.txt +++ b/ppocr/utils/ic15_dict.txt @@ -1,86 +1,36 @@ -J -O -I -N -T -y -o -u -r -s +a +b +c +d e -l f -1 -5 -4 -9 -7 -2 -8 -0 -F -m -P -A -B -L -C -K -S -R -E -Y -U -p -d g -a -t +h i +j +k +l +m n -h -W -D +o +p +q +r +s +t +u v -H -V -G w -M -! -k -c -. -( -) -X -b -- -Q x -Z -? -@ -3 -/ -% -$ -, -' -: +y z -& -j +0 +1 +2 +3 +4 +5 6 -+ - -[ -] -; -# -q -\ -´ -É -= +7 +8 +9 diff --git a/set_env.sh b/set_env.sh deleted file mode 100644 index 077e5b4687..0000000000 --- a/set_env.sh +++ /dev/null @@ -1,10 +0,0 @@ -#. /paddle/set_env.sh↩ -export CUDA_VISIBLE_DEVICES="0,1,2,3" -export FLAGS_fraction_of_gpu_memory_to_use=1.0 -python_bin_dir="/opt/_internal/cpython-3.7.0/bin/" -alias python=$python_bin_dir"python3.7" -alias pip=$python_bin_dir"pip3.7" -alias ipython=$python_bin_dir"ipython3" -export LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib:$LD_LIBRARY_PATH -export PYTHONPATH=$PYTHONPATH:. -ldconfig diff --git a/tools/infer_rec.py b/tools/infer_rec.py index 81f9974476..8f4919f4d4 100755 --- a/tools/infer_rec.py +++ b/tools/infer_rec.py @@ -46,7 +46,7 @@ def set_paddle_flags(**kwargs): from ppocr.utils.save_load import init_model from ppocr.utils.character import CharacterOps from ppocr.utils.utility import create_module - +from tools.infer.utility import get_image_file_list logger = initial_logger() @@ -79,11 +79,8 @@ def main(): init_model(config, eval_prog, exe) blobs = reader_main(config, 'test')() - infer_img = config['Global']['infer_img'] - if os.path.isfile(infer_img): - infer_list = [infer_img] - elif os.path.isdir(infer_img): - infer_list = os.listdir(config['Global']['infer_img']) + infer_img = config['TestReader']['infer_img'] + infer_list = get_image_file_list(infer_img) max_img_num = len(infer_list) if len(infer_list) == 0: logger.info("Can not find img in infer_img dir.") From ec6d730c97c967ef00b2e89d126901da49c857a3 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Tue, 12 May 2020 20:05:13 +0800 Subject: [PATCH 6/9] add checkpoints --- configs/rec/rec_icdar15_train.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/configs/rec/rec_icdar15_train.yml b/configs/rec/rec_icdar15_train.yml index ddaf157f5e..5a24535625 100755 --- a/configs/rec/rec_icdar15_train.yml +++ b/configs/rec/rec_icdar15_train.yml @@ -5,8 +5,8 @@ Global: log_smooth_window: 20 print_batch_step: 10 save_model_dir: output_ic15 - save_epoch_step: 300 - eval_batch_step: 200 + save_epoch_step: 3 + eval_batch_step: 2000 train_batch_size_per_card: 256 test_batch_size_per_card: 256 image_shape: [3, 32, 100] @@ -16,7 +16,7 @@ Global: loss_type: ctc reader_yml: ./configs/rec/rec_icdar15_reader.yml pretrain_weights: ./pretrain_models/CRNN/best_accuracy - + checkpoints: Architecture: function: ppocr.modeling.architectures.rec_model,RecModel From 250cd37a36cd090c3d45d3f6aa37deead5ac6e16 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Tue, 12 May 2020 20:36:00 +0800 Subject: [PATCH 7/9] rename gt_label --- configs/rec/rec_icdar15_reader.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/configs/rec/rec_icdar15_reader.yml b/configs/rec/rec_icdar15_reader.yml index e34ed42f43..f09a1ea72e 100755 --- a/configs/rec/rec_icdar15_reader.yml +++ b/configs/rec/rec_icdar15_reader.yml @@ -2,12 +2,12 @@ TrainReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader num_workers: 8 img_set_dir: ./train_data - label_file_path: ./train_data/gt_train.txt + label_file_path: ./train_data/rec_gt_train.txt EvalReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader img_set_dir: ./train_data - label_file_path: ./train_data/gt_test.txt + label_file_path: ./train_data/rec_gt_test.txt TestReader: reader_function: ppocr.data.rec.dataset_traversal,SimpleReader From 2025ed1dfba5ef14726d2cc59797e48fc2047969 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Tue, 12 May 2020 20:51:28 +0800 Subject: [PATCH 8/9] update get_img_file_list --- ppocr/data/rec/dataset_traversal.py | 43 +++++++++++++++-------------- tools/infer_rec.py | 2 +- 2 files changed, 23 insertions(+), 22 deletions(-) diff --git a/ppocr/data/rec/dataset_traversal.py b/ppocr/data/rec/dataset_traversal.py index bbd8090acc..839448e4ff 100755 --- a/ppocr/data/rec/dataset_traversal.py +++ b/ppocr/data/rec/dataset_traversal.py @@ -22,7 +22,7 @@ import lmdb from ppocr.utils.utility import initial_logger -from tools.infer.utility import get_image_file_list +from ppocr.utils.utility import get_image_file_list logger = initial_logger() from .img_tools import process_image, get_img_data @@ -173,26 +173,27 @@ def sample_iter_reader(): img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) norm_img = process_image(img, self.image_shape) yield norm_img - with open(self.label_file_path, "rb") as fin: - label_infor_list = fin.readlines() - img_num = len(label_infor_list) - img_id_list = list(range(img_num)) - random.shuffle(img_id_list) - for img_id in range(process_id, img_num, self.num_workers): - label_infor = label_infor_list[img_id_list[img_id]] - substr = label_infor.decode('utf-8').strip("\n").split("\t") - img_path = self.img_set_dir + "/" + substr[0] - img = cv2.imread(img_path) - if img is None: - logger.info("{} does not exist!".format(img_path)) - continue - label = substr[1] - outs = process_image(img, self.image_shape, label, - self.char_ops, self.loss_type, - self.max_text_length) - if outs is None: - continue - yield outs + else: + with open(self.label_file_path, "rb") as fin: + label_infor_list = fin.readlines() + img_num = len(label_infor_list) + img_id_list = list(range(img_num)) + random.shuffle(img_id_list) + for img_id in range(process_id, img_num, self.num_workers): + label_infor = label_infor_list[img_id_list[img_id]] + substr = label_infor.decode('utf-8').strip("\n").split("\t") + img_path = self.img_set_dir + "/" + substr[0] + img = cv2.imread(img_path) + if img is None: + logger.info("{} does not exist!".format(img_path)) + continue + label = substr[1] + outs = process_image(img, self.image_shape, label, + self.char_ops, self.loss_type, + self.max_text_length) + if outs is None: + continue + yield outs def batch_iter_reader(): batch_outs = [] diff --git a/tools/infer_rec.py b/tools/infer_rec.py index 8f4919f4d4..de7799d021 100755 --- a/tools/infer_rec.py +++ b/tools/infer_rec.py @@ -46,7 +46,7 @@ def set_paddle_flags(**kwargs): from ppocr.utils.save_load import init_model from ppocr.utils.character import CharacterOps from ppocr.utils.utility import create_module -from tools.infer.utility import get_image_file_list +from ppocr.utils.utility import get_image_file_list logger = initial_logger() From ac228838fd87da8675d12bad685845a0cfd91b83 Mon Sep 17 00:00:00 2001 From: tink2123 Date: Tue, 12 May 2020 21:17:09 +0800 Subject: [PATCH 9/9] add save_inference_dir --- configs/rec/rec_icdar15_train.yml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/configs/rec/rec_icdar15_train.yml b/configs/rec/rec_icdar15_train.yml index 5a24535625..e16264fa59 100755 --- a/configs/rec/rec_icdar15_train.yml +++ b/configs/rec/rec_icdar15_train.yml @@ -16,7 +16,8 @@ Global: loss_type: ctc reader_yml: ./configs/rec/rec_icdar15_reader.yml pretrain_weights: ./pretrain_models/CRNN/best_accuracy - checkpoints: + checkpoints: + save_inference_dir: Architecture: function: ppocr.modeling.architectures.rec_model,RecModel