Reading Text from Rubber product

reading-text-from-rubber-product

Image description
Hi,
I am trying to read the characters from the image, which has characters with black color in the background. Attaching the code which i used to extract, currently its giving the partial output. Can you help me to guide how to make it accurate?

import pytesseract
from PIL import Image
pytesseract.pytesseract.tesseract_cmd = ‘C:UsersM562765AppDataLocalProgramsTesseract-OCRtesseract.exe’

Paths to your images

image_paths = [
‘C:/Users/M562765/Downloads/Unable-images/Unable/crop1.jpg’]

Function to process an image and extract text

def extract_text_from_image(image_path):
# Open the image
img = Image.open(image_path)

# Use pytesseract to perform OCR
extracted_text = pytesseract.image_to_string(img, config='--psm 6') # PSM 6 assumes a block of text
return extracted_text.strip()

Process all images and print results

for img_path in image_paths:
text = extract_text_from_image(img_path)
print(f”Text extracted from {img_path}: {text}”)

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