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ai_image_to_text.py

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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()

packages.txt

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+tesseract-ocr-all

requirements.txt

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+pytesseract
+opencv-python
+gradio