init

README copy.md

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+---
+title: Pytesseract Test
+emoji: 👁
+colorFrom: gray
+colorTo: gray
+sdk: gradio
+sdk_version: 4.16.0
+app_file: app.py
+pinned: false
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import gradio as gr
+import pytesseract
+from PIL import Image, ImageDraw
+
+def extract_text_and_boxes(image):
+    data = pytesseract.image_to_data(image, output_type=pytesseract.Output.DICT)
+    draw = ImageDraw.Draw(image)
+    
+    boxes_and_words = []
+    
+    for i in range(len(data['text'])):
+        if data['text'][i].strip() != '':  # Filters out empty text results
+            x, y, w, h = data['left'][i], data['top'][i], data['width'][i], data['height'][i]
+            word = data['text'][i]
+            boxes_and_words.append({'box': (x, y, w, h), 'word': word})
+            draw.rectangle([x, y, x + w, y + h], outline='red')
+    
+    return image, boxes_and_words
+
+iface = gr.Interface(fn=extract_text_and_boxes,
+                     inputs=gr.Image(type='pil'),
+                     outputs=[gr.Image(type='pil', label="Image with Bounding Boxes"),
+                              gr.JSON(label="Extracted Words and Boxes")],
+                     title="Test Tesseract",
+                     description="Test PyTesseract.")
+
+iface.launch()

requirements.txt

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+gradio
+pytesseract
+Pillow