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