From bb7798518253f84442b47e1aec22786f8a4543bc Mon Sep 17 00:00:00 2001 From: tink2123 Date: Mon, 11 May 2020 17:52:43 +0800 Subject: [PATCH] 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 e821a623..16b71480 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 95e1b500..19561dd2 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 b6a5fc10..57265dbb 100755 --- a/ppocr/data/rec/dataset_traversal.py +++ b/ppocr/data/rec/dataset_traversal.py @@ -143,8 +143,9 @@ class SimpleReader(object): 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 @@ class SimpleReader(object): 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 @@ class SimpleReader(object): 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 @@ class SimpleReader(object): 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 00000000..c6df8822 --- /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 b32e58e3..077e5b46 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 71977391..927a4ca6 100755 --- a/tools/infer_rec.py +++ b/tools/infer_rec.py @@ -20,7 +20,7 @@ import os 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 00000000..a08f9b83 --- /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 PINTU +test/word_59.png 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