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Browse files- .gitattributes +35 -0
- README.md +12 -0
- app.py +83 -0
- requirements.txt +2 -0
.gitattributes
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README.md
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---
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title: SpotTheDifferenceGame
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emoji: 🦀
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colorFrom: red
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colorTo: green
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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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# 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 numpy arrays
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mockup_array = np.array(mockup)
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ui_screenshot_array = np.array(ui_screenshot)
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# Resize images to the same dimensions
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if mockup_array.shape != ui_screenshot_array.shape:
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height, width = max(mockup_array.shape[0], ui_screenshot_array.shape[0]), max(mockup_array.shape[1], ui_screenshot_array.shape[1])
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mockup_array = cv2.resize(mockup_array, (width, height))
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ui_screenshot_array = cv2.resize(ui_screenshot_array, (width, height))
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# Convert images to RGB
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mockup_rgb = cv2.cvtColor(mockup_array, cv2.COLOR_RGB2BGR)
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ui_screenshot_rgb = cv2.cvtColor(ui_screenshot_array, cv2.COLOR_RGB2BGR)
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# Compute the absolute difference between the two images
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difference = cv2.absdiff(mockup_rgb, ui_screenshot_rgb)
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# Threshold the difference image to get a binary image
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_, thresh = cv2.threshold(cv2.cvtColor(difference, cv2.COLOR_BGR2GRAY), 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 = mockup_array.copy()
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# Define colors for different checks
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colors = {
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"text": (255, 0, 0), # Blue for text
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"color": (0, 255, 0), # Green for color
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"spacing": (0, 0, 255) # Red for spacing
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}
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# Draw contours on the highlighted image with different colors based on the checks
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for contour in contours:
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if check_text:
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cv2.drawContours(highlighted_image, [contour], -1, colors["text"], 2)
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if check_color:
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cv2.drawContours(highlighted_image, [contour], -1, colors["color"], 2)
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if check_spacing:
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cv2.drawContours(highlighted_image, [contour], -1, colors["spacing"], 2)
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return highlighted_image
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# Create Gradio interface
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with gr.Blocks() as demo:
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# Load Google Fonts for Roboto and Press Start 2P
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gr.Markdown("""
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<link rel="preconnect" href="https://fonts.googleapis.com">
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<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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<link href="https://fonts.googleapis.com/css2?family=Roboto:wght@400;700&family=Press+Start+2P&display=swap" rel="stylesheet">
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""")
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# Display logo and title side by side
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gr.Markdown("""
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<div style='display: flex; align-items: center; justify-content: center;'>
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<img src='https://upload.wikimedia.org/wikipedia/commons/thumb/0/02/CeX_Logo.webp/320px-CeX_Logo.webp.png' width='100' style='margin-right: 10px;'/>
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<h1 style='font-family: "Press Start 2P", cursive; margin: 0;'>Spot The Difference Game</h1>
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</div>
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""")
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with gr.Row():
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mockup_input = gr.Image(label="Mockup Image")
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ui_screenshot_input = gr.Image(label="UI Screenshot")
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with gr.Row():
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check_text = gr.Checkbox(label="Check Text")
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check_color = gr.Checkbox(label="Check Color", value=True) # Default to True to spot minor color variations
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check_spacing = gr.Checkbox(label="Check Spacing")
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with gr.Row():
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compare_button = gr.Button("Compare Images")
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output_image = gr.Image(label="Highlighted Differences")
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# Set up the button click event
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compare_button.click(compare_images, inputs=[mockup_input, ui_screenshot_input, check_text, check_color, check_spacing], outputs=output_image)
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# Launch the Gradio app
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demo.launch()
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requirements.txt
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opencv-python
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numpy
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