avimittal30 commited on
Commit
4314fa9
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1 Parent(s): 6d136a9
Files changed (6) hide show
  1. README.md +5 -7
  2. app_blocks.py +59 -0
  3. app_interface.py +38 -0
  4. gitattributes +35 -0
  5. packages.txt +1 -0
  6. requirements.txt +2 -0
README.md CHANGED
@@ -1,14 +1,12 @@
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  ---
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- title: Ocr With Teserract
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- emoji: 🔥
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  colorFrom: blue
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- colorTo: indigo
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  sdk: gradio
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- sdk_version: 5.23.3
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- app_file: app.py
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  pinned: false
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- license: apache-2.0
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- short_description: extract text from images
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  ---
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+ title: Tesseract OCR
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+ emoji: 🐢
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  colorFrom: blue
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+ colorTo: purple
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  sdk: gradio
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+ sdk_version: 4.36.0
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+ app_file: app_blocks.py
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  pinned: false
 
 
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  ---
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app_blocks.py ADDED
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+ from typing import List
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+ import pytesseract
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+ from PIL import Image
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+ import gradio as gr
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+
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+ # OCR function
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+ def tesseract_ocr(filepath: str, languages: List[str] = None):
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+ if not languages:
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+ languages = ['eng']
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+ image = Image.open(filepath)
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+ lang_param = '+'.join(languages)
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+ return pytesseract.image_to_string(image=image, lang=lang_param)
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+
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+ # Metadata
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+ title = "Tesseract OCR"
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+ description = "Gradio demo for Tesseract. Tesseract is an open source text recognition (OCR) Engine."
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+ article = "<p style='text-align: center'><a href='https://tesseract-ocr.github.io/' target='_blank'>Tesseract documentation</a> | <a href='https://github.com/tesseract-ocr/tesseract' target='_blank'>Github Repo</a></p>"
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+
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+ # Local examples
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+ examples = [
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+ ["examples/weird_unicode_math_symbols.png", []],
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+ ["examples/eurotext.png", ["eng"]],
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+ ["examples/tesseract_sample.png", ["jpn", "eng"]],
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+ ["examples/chi.jpg", ["HanS", "HanT"]],
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+ ]
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+
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+ with gr.Blocks(title=title) as demo:
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+ gr.Markdown(f'<h1 style="text-align: center; margin-bottom: 1rem;">{title}</h1>')
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+ gr.Markdown(description)
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+
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+ with gr.Row():
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+ with gr.Column():
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+ image = gr.Image(type="filepath", label="Input")
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+ language_choices = pytesseract.get_languages()
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+ with gr.Accordion("Languages", open=False):
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+ languages = gr.CheckboxGroup(language_choices, value=["eng"], label="Language(s)")
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+ with gr.Row():
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+ btn_clear = gr.ClearButton([image, languages])
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+ btn_submit = gr.Button(value="Submit", variant="primary")
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+
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+ with gr.Column():
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+ text = gr.Textbox(label="Output")
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+
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+ btn_submit.click(tesseract_ocr, inputs=[image, languages], outputs=text)
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+ btn_clear.add(text)
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+
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+ # ✅ Function bound directly here
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+ gr.Examples(
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+ examples=examples,
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+ inputs=[image, languages],
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+ outputs=[text],
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+ fn=tesseract_ocr
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+ )
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+
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+ gr.Markdown(article)
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+
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+ # ✅ Required for Spaces
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+ if __name__ == '__main__':
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+ demo.queue().launch()
app_interface.py ADDED
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+ from typing import List
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+
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+ import pytesseract
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+ from PIL import Image
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+
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+ import gradio as gr
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+
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+ def tesseract_ocr(filepath: str, languages: List[str]):
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+ image = Image.open(filepath)
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+ return pytesseract.image_to_string(image=image, lang=', '.join(languages))
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+
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+ title = "Tesseract OCR"
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+ description = "Gradio demo for Tesseract. Tesseract is an open source text recognition (OCR) Engine."
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+ article = "<p style='text-align: center'><a href='https://tesseract-ocr.github.io/' target='_blank'>Tesseract documentation</a> | <a href='https://github.com/tesseract-ocr/tesseract' target='_blank'>Github Repo</a></p>"
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+ examples = [
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+ ['examples/eurotext.png', ['eng']],
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+ ['examples/tesseract_sample.png', ['jpn', 'eng']],
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+ ['examples/chi.jpg', ['HanS', 'HanT']]
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+ ]
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+
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+ language_choices = pytesseract.get_languages()
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+
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+ demo = gr.Interface(
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+ fn=tesseract_ocr,
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+ inputs=[
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+ gr.Image(type="filepath", label="Input"),
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+ gr.CheckboxGroup(language_choices, type="value", value=['eng'], label='language')
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+ ],
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+ outputs='text',
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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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+ )
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+
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+ if __name__ == '__main__':
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+ demo.launch()
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+ print("Finished running")
gitattributes ADDED
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packages.txt ADDED
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+ tesseract-ocr-all
requirements.txt ADDED
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+ gradio
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+ pytesseract