import base64 import io from PIL import Image, ImageEnhance import subprocess base64_image = "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" image_data = base64.b64decode(base64_image) image = Image.open(io.BytesIO(image_data)) if image.mode == 'RGBA': image = image.convert('RGB') enhancer = ImageEnhance.Contrast(image) factor = 5.0 enhanced_image = enhancer.enhance(factor) enhanced_image.save('enhanced_image.jpg', 'JPEG') result = subprocess.run(['tesseract', 'enhanced_image.jpg', 'stdout', '-l', 'eng'], capture_output=True, text=True) ocr_result = result.stdout.strip() print(ocr_result)