kkpathak91 commited on
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0ebe145
1 Parent(s): 594a060

Update app.py

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  1. app.py +1 -41
app.py CHANGED
@@ -1,45 +1,5 @@
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- import os
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- os.system('pip install paddlepaddle')
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- os.system('pip install paddleocr')
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- from paddleocr import PaddleOCR, draw_ocr
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- from PIL import Image
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- import gradio as gr
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- import torch
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- torch.hub.download_url_to_file('https://i.imgur.com/aqMBT0i.jpg', 'example.jpg')
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-
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- def inference(img, lang):
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- ocr = PaddleOCR(use_angle_cls=True, lang=lang,use_gpu=False)
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- img_path = img.name
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- result = ocr.ocr(img_path, cls=True)
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- image = Image.open(img_path).convert('RGB')
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- boxes = [line[0] for line in result]
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- txts = [line[1][0] for line in result]
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- # scores = [line[1][1] for line in result]
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- im_show = draw_ocr(image, boxes, txts,
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- font_path='simfang.ttf')
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- im_show = Image.fromarray(im_show)
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- im_show.save('result.jpg')
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- return 'result.jpg'
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-
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- title = 'A Framework for Data-Driven Document Evaluation and scoring - Image to Text Extraction '
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- description = 'Demo for Optical character recognition(OCR)'
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- article = ""
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- examples = [['example.jpg','en']]
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- css = ".output_image, .input_image {height: 40rem !important; width: 100% !important;}"
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- gr.Interface(
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- inference,
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- [gr.inputs.Image(type='file', label='Input'),gr.inputs.Dropdown(choices=['ch', 'en', 'fr', 'german', 'korean', 'japan'], type="value", default='en', label='language')],
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- gr.outputs.Image(type='file', label='Output'),
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- title=title,
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- description=description,
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- article=article,
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- examples=examples,
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- css=css,
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- enable_queue=True
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- ).launch(debug=True)
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-
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-
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  ##########################################################################################################
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  import os
 
 
 
 
 
 
 
 
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+
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ##########################################################################################################
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  import os