chore: Add OCR functionality using OpenCV and PyTesseract
Browse files- app.py +24 -0
- requirements.txt +4 -0
app.py
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import cv2
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import numpy as np
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import gradio as gr
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import pytesseract
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def ocr_image(img):
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"""Performs OCR on an image using OpenCV and PyTesseract."""
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# Preprocess image (optional)
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gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
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thresh = cv2.threshold(gray, 0, 255, cv2.THRESH_BINARY_INV + cv2.THRESH_OTSU)[1]
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# OCR using PyTesseract
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text = pytesseract.image_to_string(thresh)
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return text
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# Create the Gradio interface
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iface = gr.Interface(
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fn=ocr_image,
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inputs="image",
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outputs="text",
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title="OCR with OpenCV and PyTesseract"
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)
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iface.launch()
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requirements.txt
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opencv-python
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numpy
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gradio
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pytesseract
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