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Browse files- .gitattributes +35 -0
- README.md +12 -0
- app.py +74 -0
- requirements.txt +3 -0
.gitattributes
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README.md
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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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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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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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# 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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# Compute the absolute difference between the two images
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difference = cv2.absdiff(mockup_gray, ui_screenshot_gray)
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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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# Find contours of the differences
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contours, _ = cv2.findContours(thresh, cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
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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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# 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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# 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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# 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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return highlighted_image_rgb, report
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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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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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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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with gr.Row():
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compare_button = gr.Button("Compare Images")
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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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# 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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# Launch the Gradio app
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if __name__ == "__main__":
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demo.launch(show_error=True)
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requirements.txt
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numpy
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matplotlib
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opencv-python
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