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isLinXu
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7e870a5
1
Parent(s):
c5fd475
update app
Browse files
app.py
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'''
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from modelscope.pipelines import pipeline
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from modelscope.utils.constant import Tasks
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import cv2
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ocr_recognition = pipeline(Tasks.ocr_recognition, model='damo/cv_convnextTiny_ocr-recognition-general_damo')
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### 使用url
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img_url = 'http://duguang-labelling.oss-cn-shanghai.aliyuncs.com/mass_img_tmp_20220922/ocr_recognition.jpg'
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result = ocr_recognition(img_url)
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print(result)
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'''
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import os
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os.system("pip install tensorflow")
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os.system("pip install modelscope")
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import gradio as gr
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import torch
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from modelscope.pipelines import pipeline
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from modelscope.utils.constant import Tasks
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def ocr_recognition(img_url):
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ocr_recognition = pipeline(Tasks.ocr_recognition, model='damo/cv_convnextTiny_ocr-recognition-general_damo')
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result = ocr_recognition(img_url)
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return result
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def download_test_image():
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# Images
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torch.hub.download_url_to_file(
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'https://github.com/isLinXu/issues/assets/59380685/6cdbe53c-eb34-4310-8bd4-18b0a1aff803',
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'ocr_test.jpg')
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download_test_image()
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input_image = gr.inputs.Image()
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output_text = gr.outputs.Textbox()
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examples = [["ocr_test.jpg"]]
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gr.Interface(fn=ocr_recognition, inputs=input_image,
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outputs=output_text, examples=examples,
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title="OCR Recognition").launch()
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