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Create app.py
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app.py
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import io
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import gradio as gr
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from google.oauth2 import service_account
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from googleapiclient.discovery import build
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from apiclient.http import MediaFileUpload, MediaIoBaseDownload
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service = build('drive', 'v3', credentials=service_account.Credentials.from_service_account_file('hf-ocr-33c0cb785de5.json'))
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def infer(im):
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im.save('converted.png')
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id = service.files().create(body={'mimeType': 'application/vnd.google-apps.document'}, media_body=MediaFileUpload('converted.png')).execute()['id']
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with io.BytesIO() as f:
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downloader = MediaIoBaseDownload(f, service.files().export_media(fileId=id, mimeType='text/plain'))
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while downloader.next_chunk()[1] is False:
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pass
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service.files().delete(fileId=id).execute()
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return f.getvalue().decode('UTF-8').replace('\ufeff________________\r\n\r\n', '')
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iface = gr.Interface(
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fn=infer,
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title="Google Drive OCR",
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description="When you convert an image to a Google doc, Drive uses Optical Character Recognition (OCR) to convert the image to text.",
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inputs=[gr.inputs.Image(label='image', type='pil')],
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outputs='text',
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examples=[],
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article="<a href=\"https://developers.google.com/drive/api/guides/manage-uploads#import_to_google_docs_types\">Docs</a>",
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).launch()
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