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import gradio as gr, pytesseract, cv2, os | |
def process(image: str, lang: str = 'eng') -> str: | |
try: | |
img = cv2.imread(image) | |
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) | |
threshold_img = cv2.threshold(gray, 0, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU)[1] | |
result = pytesseract.image_to_string(threshold_img, lang=lang) | |
os.remove(image) | |
return result | |
except Exception as e: | |
return str(e) | |
langs = pytesseract.get_languages() | |
interface = gr.Interface( | |
process, | |
[gr.Image(type="filepath"), gr.Dropdown(label="Select Language", choices=langs, type="value")], | |
outputs="text" | |
) | |
interface.launch() |