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  1. .gitattributes +35 -0
  2. README.md +12 -0
  3. app.py +74 -0
  4. requirements.txt +3 -0
.gitattributes ADDED
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ title: New Space1
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+ emoji: 🐢
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+ colorFrom: gray
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+ colorTo: yellow
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+ sdk: gradio
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+ sdk_version: 5.6.0
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+ app_file: app.py
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+ pinned: false
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+ ---
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+
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
app.py ADDED
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+ import gradio as gr
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+ import cv2
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+ import numpy as np
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+ import matplotlib.pyplot as plt
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+
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+ # Function to compare two images and highlight differences
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+ def compare_images(mockup, ui_screenshot, check_text, check_color, check_spacing):
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+ # Convert images to grayscale
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+ mockup_gray = cv2.cvtColor(np.array(mockup), cv2.COLOR_RGB2GRAY)
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+ ui_screenshot_gray = cv2.cvtColor(np.array(ui_screenshot), cv2.COLOR_RGB2GRAY)
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+
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+ # Compute the absolute difference between the two images
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+ difference = cv2.absdiff(mockup_gray, ui_screenshot_gray)
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+
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+ # Threshold the difference image to get a binary image
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+ _, thresh = cv2.threshold(difference, 30, 255, cv2.THRESH_BINARY)
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+
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+ # Find contours of the differences
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+ contours, _ = cv2.findContours(thresh, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
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+
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+ # Create a copy of the original image to draw the differences
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+ highlighted_image = np.array(mockup)
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+
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+ # Draw red circles around the differences
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+ for contour in contours:
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+ if cv2.contourArea(contour) > 100: # Filter out small differences
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+ x, y, w, h = cv2.boundingRect(contour)
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+ cv2.circle(highlighted_image, (x + w // 2, y + h // 2), 10, (255, 0, 0), -1)
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+
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+ # Generate a report based on the selected options
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+ report = "Comparison Report:\n"
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+ if check_text:
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+ report += "Text Differences: This feature requires advanced text recognition.\n"
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+ if check_color:
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+ report += "Color Differences: This feature requires color analysis.\n"
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+ if check_spacing:
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+ report += "Spacing Differences: This feature requires layout analysis.\n"
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+
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+ # Convert the highlighted image back to RGB for display
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+ highlighted_image_rgb = cv2.cvtColor(highlighted_image, cv2.COLOR_BGR2RGB)
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+
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+ return highlighted_image_rgb, report
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+
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+ # Create the Gradio interface
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+ with gr.Blocks() as demo:
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+ gr.Markdown("## Welcome to the UI Difference Spotter!")
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+ gr.Markdown("Please upload the design mockup and the developed UI screenshot you want to compare.")
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+
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+ with gr.Row():
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+ mockup_upload = gr.Image(label="Upload Design Mockup", type="pil")
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+ ui_screenshot_upload = gr.Image(label="Upload Developed UI Screenshot", type="pil")
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+
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+ with gr.Row():
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+ check_text = gr.Checkbox(label="Check Text Differences", value=True)
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+ check_color = gr.Checkbox(label="Check Color Differences", value=True)
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+ check_spacing = gr.Checkbox(label="Check Spacing Differences", value=True)
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+
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+ with gr.Row():
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+ compare_button = gr.Button("Compare Images")
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+
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+ with gr.Row():
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+ highlighted_image = gr.Image(label="Highlighted Differences")
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+ report_output = gr.Textbox(label="Comparison Details", interactive=False)
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+
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+ # Define the event listener for the compare button
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+ compare_button.click(
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+ fn=compare_images,
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+ inputs=[mockup_upload, ui_screenshot_upload, check_text, check_color, check_spacing],
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+ outputs=[highlighted_image, report_output]
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+ )
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+
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+ # Launch the Gradio app
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+ if __name__ == "__main__":
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+ demo.launch(show_error=True)
requirements.txt ADDED
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+ numpy
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+ matplotlib
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+ opencv-python