Spaces:
Running
Running
Commit
·
0aff688
1
Parent(s):
23d56fe
compatible with pix2text==1.1.1
Browse files- app.py +35 -38
- requirements.txt +1 -1
app.py
CHANGED
|
@@ -50,18 +50,8 @@ def prepare_mfd_model():
|
|
| 50 |
|
| 51 |
|
| 52 |
def get_p2t_model(lan_list: list, mfd_model_name: str, mfr_model_name: str):
|
| 53 |
-
mfd_config =
|
| 54 |
-
|
| 55 |
-
mfd_fp = prepare_mfd_model()
|
| 56 |
-
mfd_config = dict( # 声明 LayoutAnalyzer 的初始化参数
|
| 57 |
-
model_type='yolov7', # 表示使用的是 YoloV7 模型,而不是 YoloV7_Tiny 模型
|
| 58 |
-
model_fp=mfd_fp, # 注:修改成你的模型文件所存储的路径
|
| 59 |
-
)
|
| 60 |
-
formula_config = {}
|
| 61 |
-
if 'mfr-pro' in mfr_model_name:
|
| 62 |
-
formula_config = dict( # 声明 LayoutAnalyzer 的初始化参数
|
| 63 |
-
model_name='mfr-pro', model_backend='onnx',
|
| 64 |
-
)
|
| 65 |
text_formula_config = dict(
|
| 66 |
languages=lan_list, mfd=mfd_config, formula=formula_config,
|
| 67 |
)
|
|
@@ -90,11 +80,7 @@ def recognize(
|
|
| 90 |
OUTPUT_RESULT_DIR.mkdir(exist_ok=True)
|
| 91 |
|
| 92 |
out_det_fp = './docs/no-det-res.jpg'
|
| 93 |
-
kwargs = dict(
|
| 94 |
-
resized_shape=resized_shape,
|
| 95 |
-
return_text = True,
|
| 96 |
-
auto_line_break = True,
|
| 97 |
-
)
|
| 98 |
if rec_type == 'page':
|
| 99 |
suffix = list(string.ascii_letters)
|
| 100 |
random.shuffle(suffix)
|
|
@@ -114,20 +100,20 @@ def recognize(
|
|
| 114 |
out_text = out
|
| 115 |
if rec_type == 'page':
|
| 116 |
out_text = out.to_markdown(output_dir)
|
| 117 |
-
out_det_fp =kwargs['save_debug_res'] / 'layout_res.jpg'
|
| 118 |
elif rec_type == 'text_formula':
|
| 119 |
out_det_fp = kwargs['save_analysis_res']
|
| 120 |
|
| 121 |
return out_text, out_det_fp
|
| 122 |
|
| 123 |
|
| 124 |
-
def example_func(lang_list, rec_type, image_file):
|
| 125 |
return recognize(
|
| 126 |
lang_list,
|
| 127 |
-
mfd_model_name='
|
| 128 |
-
mfr_model_name='mfr-pro
|
| 129 |
rec_type=rec_type,
|
| 130 |
-
resized_shape=
|
| 131 |
image_file=image_file,
|
| 132 |
)
|
| 133 |
|
|
@@ -138,24 +124,35 @@ def main():
|
|
| 138 |
|
| 139 |
title = ': a Free Alternative to Mathpix'
|
| 140 |
examples = [
|
| 141 |
-
[['English'], 'page', 'docs/examples/page.png',],
|
| 142 |
-
[['English'], 'text_formula', 'docs/examples/mixed-en.jpg',],
|
| 143 |
-
[
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 144 |
[
|
| 145 |
['English', 'Chinese Traditional'],
|
| 146 |
'text_formula',
|
|
|
|
| 147 |
'docs/examples/mixed-ch_tra.jpg',
|
| 148 |
],
|
| 149 |
-
[
|
| 150 |
-
|
| 151 |
-
|
| 152 |
-
|
| 153 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 154 |
]
|
| 155 |
|
| 156 |
table_desc = """
|
| 157 |
<div align="center">
|
| 158 |
-
<img src="https://pix2text.readthedocs.io/zh/
|
| 159 |
|
| 160 |
[](https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fbreezedeus%2Fpix2text-demo)
|
| 161 |
|
|
@@ -175,7 +172,7 @@ If useful, please help to **star 🌟 [Pix2Text](https://github.com/breezedeus/p
|
|
| 175 |
|
| 176 |
with gr.Blocks() as demo:
|
| 177 |
gr.HTML(
|
| 178 |
-
f'<h1 style="text-align: center; margin-bottom: 1rem;"><a href="https://github.com/breezedeus/pix2text" target="_blank">Pix2Text V1.1</a>{title}</h1>'
|
| 179 |
)
|
| 180 |
with gr.Row(equal_height=False):
|
| 181 |
with gr.Column(min_width=200, variant='panel', scale=3):
|
|
@@ -189,16 +186,16 @@ If useful, please help to **star 🌟 [Pix2Text](https://github.com/breezedeus/p
|
|
| 189 |
)
|
| 190 |
mfd_model_name = gr.Dropdown(
|
| 191 |
label='MFD Models',
|
| 192 |
-
choices=['
|
| 193 |
-
value='
|
| 194 |
)
|
| 195 |
mfr_model_name = gr.Dropdown(
|
| 196 |
label='MFR Models',
|
| 197 |
-
choices=['mfr
|
| 198 |
-
value='mfr-pro
|
| 199 |
)
|
| 200 |
rec_type = gr.Dropdown(
|
| 201 |
-
label='
|
| 202 |
choices=['page', 'text_formula', 'formula', 'text'],
|
| 203 |
value='text_formula',
|
| 204 |
# info='Which type of image to be recognized.',
|
|
@@ -257,7 +254,7 @@ If useful, please help to **star 🌟 [Pix2Text](https://github.com/breezedeus/p
|
|
| 257 |
gr.Examples(
|
| 258 |
label='Examples',
|
| 259 |
examples=examples,
|
| 260 |
-
inputs=[lang_list, rec_type, image_file,],
|
| 261 |
outputs=[rec_result, det_result],
|
| 262 |
fn=example_func,
|
| 263 |
cache_examples=os.getenv('CACHE_EXAMPLES') == '1',
|
|
|
|
| 50 |
|
| 51 |
|
| 52 |
def get_p2t_model(lan_list: list, mfd_model_name: str, mfr_model_name: str):
|
| 53 |
+
mfd_config = dict(model_name=mfd_model_name, model_backend='onnx') # 声明 MFD 的初始化参数
|
| 54 |
+
formula_config = dict(model_name=mfr_model_name, model_backend='onnx') # 声明 MFR 的初始化参数
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 55 |
text_formula_config = dict(
|
| 56 |
languages=lan_list, mfd=mfd_config, formula=formula_config,
|
| 57 |
)
|
|
|
|
| 80 |
OUTPUT_RESULT_DIR.mkdir(exist_ok=True)
|
| 81 |
|
| 82 |
out_det_fp = './docs/no-det-res.jpg'
|
| 83 |
+
kwargs = dict(resized_shape=resized_shape, return_text=True, auto_line_break=True,)
|
|
|
|
|
|
|
|
|
|
|
|
|
| 84 |
if rec_type == 'page':
|
| 85 |
suffix = list(string.ascii_letters)
|
| 86 |
random.shuffle(suffix)
|
|
|
|
| 100 |
out_text = out
|
| 101 |
if rec_type == 'page':
|
| 102 |
out_text = out.to_markdown(output_dir)
|
| 103 |
+
out_det_fp = kwargs['save_debug_res'] / 'layout_res.jpg'
|
| 104 |
elif rec_type == 'text_formula':
|
| 105 |
out_det_fp = kwargs['save_analysis_res']
|
| 106 |
|
| 107 |
return out_text, out_det_fp
|
| 108 |
|
| 109 |
|
| 110 |
+
def example_func(lang_list, rec_type, resized_shape, image_file):
|
| 111 |
return recognize(
|
| 112 |
lang_list,
|
| 113 |
+
mfd_model_name='mfd-pro',
|
| 114 |
+
mfr_model_name='mfr-pro',
|
| 115 |
rec_type=rec_type,
|
| 116 |
+
resized_shape=resized_shape,
|
| 117 |
image_file=image_file,
|
| 118 |
)
|
| 119 |
|
|
|
|
| 124 |
|
| 125 |
title = ': a Free Alternative to Mathpix'
|
| 126 |
examples = [
|
| 127 |
+
[['English'], 'page', 768, 'docs/examples/page.png',],
|
| 128 |
+
[['English'], 'text_formula', 768, 'docs/examples/mixed-en.jpg',],
|
| 129 |
+
[
|
| 130 |
+
['English', 'Chinese Simplified'],
|
| 131 |
+
'text_formula',
|
| 132 |
+
768,
|
| 133 |
+
'docs/examples/mixed-ch_sim.jpg',
|
| 134 |
+
],
|
| 135 |
[
|
| 136 |
['English', 'Chinese Traditional'],
|
| 137 |
'text_formula',
|
| 138 |
+
768,
|
| 139 |
'docs/examples/mixed-ch_tra.jpg',
|
| 140 |
],
|
| 141 |
+
[
|
| 142 |
+
['English', 'Vietnamese'],
|
| 143 |
+
'text_formula',
|
| 144 |
+
608,
|
| 145 |
+
'docs/examples/mixed-vietnamese.jpg',
|
| 146 |
+
],
|
| 147 |
+
[['English'], 'formula', '-', 'docs/examples/formula1.png'],
|
| 148 |
+
[['English'], 'formula', '-', 'docs/examples/formula2.jpg'],
|
| 149 |
+
[['English'], 'formula', '-', 'docs/examples/hw-formula.png'],
|
| 150 |
+
[['English', 'Chinese Simplified'], 'text', '-', 'docs/examples/pure-text.jpg',],
|
| 151 |
]
|
| 152 |
|
| 153 |
table_desc = """
|
| 154 |
<div align="center">
|
| 155 |
+
<img src="https://pix2text.readthedocs.io/zh-cn/stable/figs/p2t-logo.png" width="120px"/>
|
| 156 |
|
| 157 |
[](https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fbreezedeus%2Fpix2text-demo)
|
| 158 |
|
|
|
|
| 172 |
|
| 173 |
with gr.Blocks() as demo:
|
| 174 |
gr.HTML(
|
| 175 |
+
f'<h1 style="text-align: center; margin-bottom: 1rem;"><a href="https://github.com/breezedeus/pix2text" target="_blank">Pix2Text V1.1.1</a>{title}</h1>'
|
| 176 |
)
|
| 177 |
with gr.Row(equal_height=False):
|
| 178 |
with gr.Column(min_width=200, variant='panel', scale=3):
|
|
|
|
| 186 |
)
|
| 187 |
mfd_model_name = gr.Dropdown(
|
| 188 |
label='MFD Models',
|
| 189 |
+
choices=['mfd', 'mfd-advanced', 'mfd-pro'],
|
| 190 |
+
value='mfd-pro',
|
| 191 |
)
|
| 192 |
mfr_model_name = gr.Dropdown(
|
| 193 |
label='MFR Models',
|
| 194 |
+
choices=['mfr', 'mfr-pro', 'mfr-plus'],
|
| 195 |
+
value='mfr-pro',
|
| 196 |
)
|
| 197 |
rec_type = gr.Dropdown(
|
| 198 |
+
label='file_type',
|
| 199 |
choices=['page', 'text_formula', 'formula', 'text'],
|
| 200 |
value='text_formula',
|
| 201 |
# info='Which type of image to be recognized.',
|
|
|
|
| 254 |
gr.Examples(
|
| 255 |
label='Examples',
|
| 256 |
examples=examples,
|
| 257 |
+
inputs=[lang_list, rec_type, resized_shape, image_file,],
|
| 258 |
outputs=[rec_result, det_result],
|
| 259 |
fn=example_func,
|
| 260 |
cache_examples=os.getenv('CACHE_EXAMPLES') == '1',
|
requirements.txt
CHANGED
|
@@ -1,4 +1,4 @@
|
|
| 1 |
--extra-index-url https://pypi.org/simple
|
| 2 |
|
| 3 |
pyyaml
|
| 4 |
-
pix2text[multilingual]>=1.1.
|
|
|
|
| 1 |
--extra-index-url https://pypi.org/simple
|
| 2 |
|
| 3 |
pyyaml
|
| 4 |
+
pix2text[multilingual]>=1.1.1
|