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| # | |
| # Genelify.com | |
| # Deep Learning, Machine Learning engine source code | |
| # | |
| # Converting image to text | |
| # Using pytesseract and opencv | |
| # | |
| # Copyright Genelify, under Faisal Mochamad & Teams (2021-2024) | |
| # | |
| # Tool URL: https://www.genelify.com/tools/image-to-text | |
| # Version Batch: 1.2 | |
| # ------------ | |
| import gradio as gr | |
| import pytesseract | |
| import cv2 | |
| def process(image, lang): | |
| 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] | |
| return pytesseract.image_to_string(threshold_img, lang=lang) | |
| except Exception as e: | |
| return str(e) | |
| choices = pytesseract.get_languages() | |
| interface = gr.Interface( | |
| process, | |
| [gr.Image(type="filepath"), gr.Dropdown(label="Select Language", choices=choices, type="value")], | |
| outputs="text", | |
| title="Optical Character Recognition | Image To Text", | |
| article = """<p style='text-align: center;'>Hello, thanks for coming, visit our tools: <a href="https://www.genelify.com" target="_blank">Genelify</a></p>""" | |
| ) | |
| interface.launch() |