提交 bf1a7168 编写于 作者: W WenmuZhou

rename structure 2 table

上级 01c4ee5d
...@@ -36,16 +36,18 @@ Types 1-4 follow the traditional OCR process, and 5 follow the Table OCR process ...@@ -36,16 +36,18 @@ Types 1-4 follow the traditional OCR process, and 5 follow the Table OCR process
4.1.1 Use by code 4.1.1 Use by code
```python ```python
import os
import cv2 import cv2
from paddlestructure import PaddleStructure,draw_result from paddlestructure import PaddleStructure,draw_result,save_res
table_engine = PaddleStructure( table_engine = PaddleStructure(show_log=True)
output='./output/table',
show_log=True)
save_folder = './output/table'
img_path = '../doc/table/1.png' img_path = '../doc/table/1.png'
img = cv2.imread(img_path) img = cv2.imread(img_path)
result = table_engine(img) result = table_engine(img)
save_res(result, save_folder,os.path.basename(img_path).split('.')[0])
for line in result: for line in result:
print(line) print(line)
......
...@@ -36,16 +36,18 @@ PaddleStructure 是一个用于复杂板式文字OCR的工具包,流程如下 ...@@ -36,16 +36,18 @@ PaddleStructure 是一个用于复杂板式文字OCR的工具包,流程如下
4.1.1 代码使用 4.1.1 代码使用
```python ```python
import os
import cv2 import cv2
from paddlestructure import PaddleStructure,draw_result from paddlestructure import PaddleStructure,draw_result,save_res
table_engine = PaddleStructure( table_engine = PaddleStructure(show_log=True)
output='./output/table',
show_log=True)
save_folder = './output/table'
img_path = '../doc/table/1.png' img_path = '../doc/table/1.png'
img = cv2.imread(img_path) img = cv2.imread(img_path)
result = table_engine(img) result = table_engine(img)
save_res(result, save_folder,os.path.basename(img_path).split('.')[0])
for line in result: for line in result:
print(line) print(line)
......
...@@ -32,7 +32,7 @@ logger = get_logger() ...@@ -32,7 +32,7 @@ logger = get_logger()
from ppocr.utils.utility import check_and_read_gif, get_image_file_list from ppocr.utils.utility import check_and_read_gif, get_image_file_list
from ppocr.utils.network import maybe_download, download_with_progressbar, confirm_model_dir_url, is_link from ppocr.utils.network import maybe_download, download_with_progressbar, confirm_model_dir_url, is_link
__all__ = ['PaddleStructure', 'draw_result', 'to_excel'] __all__ = ['PaddleStructure', 'draw_result', 'save_res']
VERSION = '2.1' VERSION = '2.1'
BASE_DIR = os.path.expanduser("~/.paddlestructure/") BASE_DIR = os.path.expanduser("~/.paddlestructure/")
...@@ -40,7 +40,7 @@ BASE_DIR = os.path.expanduser("~/.paddlestructure/") ...@@ -40,7 +40,7 @@ BASE_DIR = os.path.expanduser("~/.paddlestructure/")
model_urls = { model_urls = {
'det': 'https://paddleocr.bj.bcebos.com/dygraph_v2.0/table/en_ppocr_mobile_v2.0_table_det_infer.tar', 'det': 'https://paddleocr.bj.bcebos.com/dygraph_v2.0/table/en_ppocr_mobile_v2.0_table_det_infer.tar',
'rec': 'https://paddleocr.bj.bcebos.com/dygraph_v2.0/table/en_ppocr_mobile_v2.0_table_rec_infer.tar', 'rec': 'https://paddleocr.bj.bcebos.com/dygraph_v2.0/table/en_ppocr_mobile_v2.0_table_rec_infer.tar',
'structure': 'https://paddleocr.bj.bcebos.com/dygraph_v2.0/table/en_ppocr_mobile_v2.0_table_structure_infer.tar' 'table': 'https://paddleocr.bj.bcebos.com/dygraph_v2.0/table/en_ppocr_mobile_v2.0_table_structure_infer.tar'
} }
...@@ -51,7 +51,7 @@ def parse_args(mMain=True): ...@@ -51,7 +51,7 @@ def parse_args(mMain=True):
parser.add_help = mMain parser.add_help = mMain
for action in parser._actions: for action in parser._actions:
if action.dest in ['rec_char_dict_path', 'structure_char_dict_path']: if action.dest in ['rec_char_dict_path', 'table_char_dict_path']:
action.default = None action.default = None
if mMain: if mMain:
return parser.parse_args() return parser.parse_args()
...@@ -76,13 +76,13 @@ class PaddleStructure(OCRSystem): ...@@ -76,13 +76,13 @@ class PaddleStructure(OCRSystem):
params.rec_model_dir, rec_url = confirm_model_dir_url(params.rec_model_dir, params.rec_model_dir, rec_url = confirm_model_dir_url(params.rec_model_dir,
os.path.join(BASE_DIR, VERSION, 'rec'), os.path.join(BASE_DIR, VERSION, 'rec'),
model_urls['rec']) model_urls['rec'])
params.structure_model_dir, structure_url = confirm_model_dir_url(params.structure_model_dir, params.table_model_dir, table_url = confirm_model_dir_url(params.table_model_dir,
os.path.join(BASE_DIR, VERSION, 'structure'), os.path.join(BASE_DIR, VERSION, 'table'),
model_urls['structure']) model_urls['table'])
# download model # download model
maybe_download(params.det_model_dir, det_url) maybe_download(params.det_model_dir, det_url)
maybe_download(params.rec_model_dir, rec_url) maybe_download(params.rec_model_dir, rec_url)
maybe_download(params.structure_model_dir, structure_url) maybe_download(params.table_model_dir, table_url)
if params.rec_char_dict_path is None: if params.rec_char_dict_path is None:
params.rec_char_type = 'EN' params.rec_char_type = 'EN'
...@@ -90,12 +90,12 @@ class PaddleStructure(OCRSystem): ...@@ -90,12 +90,12 @@ class PaddleStructure(OCRSystem):
params.rec_char_dict_path = str(Path(__file__).parent / 'ppocr/utils/dict/table_dict.txt') params.rec_char_dict_path = str(Path(__file__).parent / 'ppocr/utils/dict/table_dict.txt')
else: else:
params.rec_char_dict_path = str(Path(__file__).parent.parent / 'ppocr/utils/dict/table_dict.txt') params.rec_char_dict_path = str(Path(__file__).parent.parent / 'ppocr/utils/dict/table_dict.txt')
if params.structure_char_dict_path is None: if params.table_char_dict_path is None:
if os.path.exists(str(Path(__file__).parent / 'ppocr/utils/dict/table_structure_dict.txt')): if os.path.exists(str(Path(__file__).parent / 'ppocr/utils/dict/table_structure_dict.txt')):
params.structure_char_dict_path = str( params.table_char_dict_path = str(
Path(__file__).parent / 'ppocr/utils/dict/table_structure_dict.txt') Path(__file__).parent / 'ppocr/utils/dict/table_structure_dict.txt')
else: else:
params.structure_char_dict_path = str( params.table_char_dict_path = str(
Path(__file__).parent.parent / 'ppocr/utils/dict/table_structure_dict.txt') Path(__file__).parent.parent / 'ppocr/utils/dict/table_structure_dict.txt')
print(params) print(params)
...@@ -146,3 +146,23 @@ def main(): ...@@ -146,3 +146,23 @@ def main():
logger.info(item['res']) logger.info(item['res'])
save_res(result, save_folder, img_name) save_res(result, save_folder, img_name)
logger.info('result save to {}'.format(os.path.join(save_folder, img_name))) logger.info('result save to {}'.format(os.path.join(save_folder, img_name)))
if __name__ == '__main__':
table_engine = PaddleStructure(show_log=True)
img_path = '../test/test_imgs/PMC1173095_006_00.png'
img = cv2.imread(img_path)
result = table_engine(img)
save_res(result, '/Users/zhoujun20/Desktop/工作相关/table/table_pr/PaddleOCR/output/table',
os.path.basename(img_path).split('.')[0])
for line in result:
print(line)
from PIL import Image
font_path = '../doc/fonts/simfang.ttf'
image = Image.open(img_path).convert('RGB')
im_show = draw_result(image, result, font_path=font_path)
im_show = Image.fromarray(im_show)
im_show.save('result.jpg')
\ No newline at end of file
...@@ -36,7 +36,7 @@ In gt json, the key is the image name, the value is the corresponding gt, and gt ...@@ -36,7 +36,7 @@ In gt json, the key is the image name, the value is the corresponding gt, and gt
Use the following command to evaluate. After the evaluation is completed, the teds indicator will be output. Use the following command to evaluate. After the evaluation is completed, the teds indicator will be output.
```python ```python
python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --structure_model_dir=path/to/structure_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --structure_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --gt_path=path/to/gt.json python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --table_model_dir=path/to/table_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --table_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --gt_path=path/to/gt.json
``` ```
...@@ -44,6 +44,6 @@ python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_di ...@@ -44,6 +44,6 @@ python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_di
First cd to the PaddleOCR/ppstructure directory First cd to the PaddleOCR/ppstructure directory
```python ```python
python3 table/predict_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --structure_model_dir=path/to/structure_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --structure_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --output ../output/table python3 table/predict_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --table_model_dir=path/to/table_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --table_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --output ../output/table
``` ```
After running, the excel sheet of each picture will be saved in the directory specified by the table_output field After running, the excel sheet of each picture will be saved in the directory specified by the table_output field
\ No newline at end of file
...@@ -36,7 +36,7 @@ json 中,key为图片名,value为对于的gt,gt是一个由四个item组 ...@@ -36,7 +36,7 @@ json 中,key为图片名,value为对于的gt,gt是一个由四个item组
准备完成后使用如下命令进行评估,评估完成后会输出teds指标。 准备完成后使用如下命令进行评估,评估完成后会输出teds指标。
```python ```python
python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --structure_model_dir=path/to/structure_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --structure_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --gt_path=path/to/gt.json python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --table_model_dir=path/to/table_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --table_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --gt_path=path/to/gt.json
``` ```
...@@ -44,6 +44,6 @@ python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_di ...@@ -44,6 +44,6 @@ python3 table/eval_table.py --det_model_dir=path/to/det_model_dir --rec_model_di
先cd到PaddleOCR/ppstructure目录下 先cd到PaddleOCR/ppstructure目录下
```python ```python
python3 table/predict_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --structure_model_dir=path/to/structure_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --structure_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --output ../output/table python3 table/predict_table.py --det_model_dir=path/to/det_model_dir --rec_model_dir=path/to/rec_model_dir --table_model_dir=path/to/table_model_dir --image_dir=../doc/table/1.png --rec_char_dict_path=../ppocr/utils/dict/table_dict.txt --table_char_dict_path=../ppocr/utils/dict/table_structure_dict.txt --rec_char_type=EN --det_limit_side_len=736 --det_limit_type=min --output ../output/table
``` ```
运行完成后,每张图片的excel表格会保存到table_output字段指定的目录下 运行完成后,每张图片的excel表格会保存到table_output字段指定的目录下
...@@ -41,7 +41,7 @@ class TableStructurer(object): ...@@ -41,7 +41,7 @@ class TableStructurer(object):
def __init__(self, args): def __init__(self, args):
pre_process_list = [{ pre_process_list = [{
'ResizeTableImage': { 'ResizeTableImage': {
'max_len': args.structure_max_len 'max_len': args.table_max_len
} }
}, { }, {
'NormalizeImage': { 'NormalizeImage': {
...@@ -61,14 +61,14 @@ class TableStructurer(object): ...@@ -61,14 +61,14 @@ class TableStructurer(object):
}] }]
postprocess_params = { postprocess_params = {
'name': 'TableLabelDecode', 'name': 'TableLabelDecode',
"character_type": args.structure_char_type, "character_type": args.table_char_type,
"character_dict_path": args.structure_char_dict_path, "character_dict_path": args.table_char_dict_path,
} }
self.preprocess_op = create_operators(pre_process_list) self.preprocess_op = create_operators(pre_process_list)
self.postprocess_op = build_post_process(postprocess_params) self.postprocess_op = build_post_process(postprocess_params)
self.predictor, self.input_tensor, self.output_tensors, self.config = \ self.predictor, self.input_tensor, self.output_tensors, self.config = \
utility.create_predictor(args, 'structure', logger) utility.create_predictor(args, 'table', logger)
def __call__(self, img): def __call__(self, img):
ori_im = img.copy() ori_im = img.copy()
......
...@@ -23,10 +23,10 @@ def init_args(): ...@@ -23,10 +23,10 @@ def init_args():
# params for output # params for output
parser.add_argument("--output", type=str, default='./output/table') parser.add_argument("--output", type=str, default='./output/table')
# params for table structure # params for table structure
parser.add_argument("--structure_max_len", type=int, default=488) parser.add_argument("--table_max_len", type=int, default=488)
parser.add_argument("--structure_model_dir", type=str) parser.add_argument("--table_model_dir", type=str)
parser.add_argument("--structure_char_type", type=str, default='en') parser.add_argument("--table_char_type", type=str, default='en')
parser.add_argument("--structure_char_dict_path", type=str, default="../ppocr/utils/dict/table_structure_dict.txt") parser.add_argument("--table_char_dict_path", type=str, default="../ppocr/utils/dict/table_structure_dict.txt")
return parser return parser
......
...@@ -201,8 +201,8 @@ def create_predictor(args, mode, logger): ...@@ -201,8 +201,8 @@ def create_predictor(args, mode, logger):
model_dir = args.cls_model_dir model_dir = args.cls_model_dir
elif mode == 'rec': elif mode == 'rec':
model_dir = args.rec_model_dir model_dir = args.rec_model_dir
elif mode == 'structure': elif mode == 'table':
model_dir = args.structure_model_dir model_dir = args.table_model_dir
else: else:
model_dir = args.e2e_model_dir model_dir = args.e2e_model_dir
...@@ -331,7 +331,7 @@ def create_predictor(args, mode, logger): ...@@ -331,7 +331,7 @@ def create_predictor(args, mode, logger):
config.disable_glog_info() config.disable_glog_info()
config.delete_pass("conv_transpose_eltwiseadd_bn_fuse_pass") config.delete_pass("conv_transpose_eltwiseadd_bn_fuse_pass")
if mode == 'structure': if mode == 'table':
config.delete_pass("fc_fuse_pass") # not supported for table config.delete_pass("fc_fuse_pass") # not supported for table
config.switch_use_feed_fetch_ops(False) config.switch_use_feed_fetch_ops(False)
config.switch_ir_optim(True) config.switch_ir_optim(True)
......
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