ujjawal07 commited on
Commit
4f2a63e
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1 Parent(s): 284657c

Upload 3 files

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Files changed (3) hide show
  1. app.py +26 -0
  2. image4.jpg +0 -0
  3. img_to_txt.py +16 -0
app.py ADDED
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+ import gradio as gr
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+ from PIL import Image
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+ import pytesseract
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+
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+
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+ def recognize_text(image):
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+ img = Image.fromarray(image.astype('uint8'), 'RGB')
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+ text = pytesseract.image_to_string(img)
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+ return text
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+
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+
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+ input_image = gr.inputs.Image()
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+ output_text = gr.outputs.Textbox()
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+
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+ interface = gr.Interface(
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+ fn=recognize_text,
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+ inputs=input_image,
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+ outputs=output_text,
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+ title='Image Text Recognition',
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+ description='Upload an image to recognize text from it.',
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+ examples=[['image/image4.jpg']],
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+ allow_flagging=False
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+ )
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+
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+ if __name__ == '__main__':
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+ interface.launch(share=True)
image4.jpg ADDED
img_to_txt.py ADDED
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+ import gradio as gr
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+ from PIL import Image
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+ import pytesseract
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+
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+
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+ image_path = input("Enter path to image file: ")
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+
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+
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+ img = Image.open(image_path)
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+
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+
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+ text = pytesseract.image_to_string(img)
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+
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+
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+ print(text)
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+ #interface = gr.Interface(fn=predict, inputs=input_field, outputs=output_field)