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breezedeus
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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():
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def get_p2t_model(lan_list: list, mfd_model_name: str, mfr_model_name: str):
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mfd_config =
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mfd_fp = prepare_mfd_model()
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mfd_config = dict( # 声明 LayoutAnalyzer 的初始化参数
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model_type='yolov7', # 表示使用的是 YoloV7 模型,而不是 YoloV7_Tiny 模型
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model_fp=mfd_fp, # 注:修改成你的模型文件所存储的路径
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)
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formula_config = {}
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if 'mfr-pro' in mfr_model_name:
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formula_config = dict( # 声明 LayoutAnalyzer 的初始化参数
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model_name='mfr-pro', model_backend='onnx',
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)
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text_formula_config = dict(
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languages=lan_list, mfd=mfd_config, formula=formula_config,
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)
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@@ -90,11 +80,7 @@ def recognize(
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OUTPUT_RESULT_DIR.mkdir(exist_ok=True)
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out_det_fp = './docs/no-det-res.jpg'
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kwargs = dict(
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resized_shape=resized_shape,
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return_text = True,
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auto_line_break = True,
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)
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if rec_type == 'page':
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suffix = list(string.ascii_letters)
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random.shuffle(suffix)
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@@ -114,20 +100,20 @@ def recognize(
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out_text = out
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if rec_type == 'page':
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out_text = out.to_markdown(output_dir)
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out_det_fp =kwargs['save_debug_res'] / 'layout_res.jpg'
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elif rec_type == 'text_formula':
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out_det_fp = kwargs['save_analysis_res']
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return out_text, out_det_fp
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def example_func(lang_list, rec_type, image_file):
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return recognize(
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lang_list,
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mfd_model_name='
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mfr_model_name='mfr-pro
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rec_type=rec_type,
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resized_shape=
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image_file=image_file,
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)
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@@ -138,24 +124,35 @@ def main():
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title = ': a Free Alternative to Mathpix'
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examples = [
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[['English'], 'page', 'docs/examples/page.png',],
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[['English'], 'text_formula', 'docs/examples/mixed-en.jpg',],
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[
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[
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['English', 'Chinese Traditional'],
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'text_formula',
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'docs/examples/mixed-ch_tra.jpg',
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],
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[
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-
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-
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-
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]
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table_desc = """
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<div align="center">
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<img src="https://pix2text.readthedocs.io/zh/
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[![Visitors](https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fbreezedeus%2Fpix2text-demo&labelColor=%23697689&countColor=%23f5c791&style=flat&labelStyle=upper)](https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fbreezedeus%2Fpix2text-demo)
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@@ -175,7 +172,7 @@ If useful, please help to **star 🌟 [Pix2Text](https://github.com/breezedeus/p
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with gr.Blocks() as demo:
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gr.HTML(
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f'<h1 style="text-align: center; margin-bottom: 1rem;"><a href="https://github.com/breezedeus/pix2text" target="_blank">Pix2Text V1.1</a>{title}</h1>'
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)
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with gr.Row(equal_height=False):
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with gr.Column(min_width=200, variant='panel', scale=3):
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@@ -189,16 +186,16 @@ If useful, please help to **star 🌟 [Pix2Text](https://github.com/breezedeus/p
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)
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mfd_model_name = gr.Dropdown(
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label='MFD Models',
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choices=['
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value='
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)
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mfr_model_name = gr.Dropdown(
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label='MFR Models',
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choices=['mfr
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value='mfr-pro
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)
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rec_type = gr.Dropdown(
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label='
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choices=['page', 'text_formula', 'formula', 'text'],
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value='text_formula',
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# info='Which type of image to be recognized.',
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@@ -257,7 +254,7 @@ If useful, please help to **star 🌟 [Pix2Text](https://github.com/breezedeus/p
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gr.Examples(
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label='Examples',
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examples=examples,
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inputs=[lang_list, rec_type, image_file,],
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outputs=[rec_result, det_result],
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fn=example_func,
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cache_examples=os.getenv('CACHE_EXAMPLES') == '1',
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def get_p2t_model(lan_list: list, mfd_model_name: str, mfr_model_name: str):
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mfd_config = dict(model_name=mfd_model_name, model_backend='onnx') # 声明 MFD 的初始化参数
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formula_config = dict(model_name=mfr_model_name, model_backend='onnx') # 声明 MFR 的初始化参数
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text_formula_config = dict(
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languages=lan_list, mfd=mfd_config, formula=formula_config,
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)
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OUTPUT_RESULT_DIR.mkdir(exist_ok=True)
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out_det_fp = './docs/no-det-res.jpg'
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kwargs = dict(resized_shape=resized_shape, return_text=True, auto_line_break=True,)
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if rec_type == 'page':
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suffix = list(string.ascii_letters)
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random.shuffle(suffix)
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out_text = out
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if rec_type == 'page':
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out_text = out.to_markdown(output_dir)
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out_det_fp = kwargs['save_debug_res'] / 'layout_res.jpg'
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elif rec_type == 'text_formula':
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out_det_fp = kwargs['save_analysis_res']
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return out_text, out_det_fp
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def example_func(lang_list, rec_type, resized_shape, image_file):
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return recognize(
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lang_list,
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mfd_model_name='mfd-pro',
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mfr_model_name='mfr-pro',
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rec_type=rec_type,
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resized_shape=resized_shape,
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image_file=image_file,
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)
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title = ': a Free Alternative to Mathpix'
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examples = [
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[['English'], 'page', 768, 'docs/examples/page.png',],
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[['English'], 'text_formula', 768, 'docs/examples/mixed-en.jpg',],
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[
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['English', 'Chinese Simplified'],
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'text_formula',
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768,
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'docs/examples/mixed-ch_sim.jpg',
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],
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[
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['English', 'Chinese Traditional'],
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'text_formula',
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768,
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'docs/examples/mixed-ch_tra.jpg',
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],
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[
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['English', 'Vietnamese'],
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'text_formula',
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608,
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'docs/examples/mixed-vietnamese.jpg',
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],
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[['English'], 'formula', '-', 'docs/examples/formula1.png'],
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[['English'], 'formula', '-', 'docs/examples/formula2.jpg'],
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[['English'], 'formula', '-', 'docs/examples/hw-formula.png'],
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[['English', 'Chinese Simplified'], 'text', '-', 'docs/examples/pure-text.jpg',],
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]
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table_desc = """
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<div align="center">
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<img src="https://pix2text.readthedocs.io/zh-cn/stable/figs/p2t-logo.png" width="120px"/>
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[![Visitors](https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fbreezedeus%2Fpix2text-demo&labelColor=%23697689&countColor=%23f5c791&style=flat&labelStyle=upper)](https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fbreezedeus%2Fpix2text-demo)
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with gr.Blocks() as demo:
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gr.HTML(
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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>'
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)
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with gr.Row(equal_height=False):
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with gr.Column(min_width=200, variant='panel', scale=3):
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)
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mfd_model_name = gr.Dropdown(
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label='MFD Models',
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choices=['mfd', 'mfd-advanced', 'mfd-pro'],
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value='mfd-pro',
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)
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mfr_model_name = gr.Dropdown(
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label='MFR Models',
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choices=['mfr', 'mfr-pro', 'mfr-plus'],
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value='mfr-pro',
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)
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rec_type = gr.Dropdown(
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label='file_type',
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choices=['page', 'text_formula', 'formula', 'text'],
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value='text_formula',
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# info='Which type of image to be recognized.',
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gr.Examples(
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label='Examples',
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examples=examples,
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inputs=[lang_list, rec_type, resized_shape, image_file,],
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outputs=[rec_result, det_result],
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fn=example_func,
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cache_examples=os.getenv('CACHE_EXAMPLES') == '1',
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requirements.txt
CHANGED
@@ -1,4 +1,4 @@
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--extra-index-url https://pypi.org/simple
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pyyaml
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pix2text[multilingual]>=1.1.
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--extra-index-url https://pypi.org/simple
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pyyaml
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pix2text[multilingual]>=1.1.1
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