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add application file
Browse files- app.py +44 -0
- requirements.txt +3 -0
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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from PIL import Image, ImageDraw
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# Function to read and display RGB at a predefined point and plot the point
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def get_rgb_and_plot_point(img, x, y, point_size):
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img = np.array(img) # Convert the image to a numpy array
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if x < 0 or y < 0 or x >= img.shape[1] or y >= img.shape[0]:
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return "Point is outside the image bounds", img
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rgb_value = img[y, x] # Get the RGB value
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# Create a PIL Image to draw the point
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pil_img = Image.fromarray(img)
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draw = ImageDraw.Draw(pil_img)
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# Draw a circle at the specified point
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draw.ellipse((x - point_size // 2, y - point_size // 2, x + point_size // 2, y + point_size // 2), outline="red", width=2)
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return f'RGB value at ({x}, {y}): {rgb_value}', pil_img
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# Gradio interface function
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def image_rgb_extractor(img, x, y, point_size):
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img = cv2.cvtColor(np.array(img), cv2.COLOR_BGR2RGB) # Convert to RGB format
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return get_rgb_and_plot_point(img, int(x), int(y), int(point_size))
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# Set up the Gradio interface
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input_image = gr.Image(type="pil", label="Upload an Image")
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input_x = gr.Number(label="X-coordinate")
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input_y = gr.Number(label="Y-coordinate")
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input_point_size = gr.Number(label="Point Size", value=10) # Removed default argument
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output_rgb = gr.Textbox(label="RGB Value at Point")
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output_image = gr.Image(label="Image with Point")
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# Launch the Gradio app
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interface = gr.Interface(
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fn=image_rgb_extractor,
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inputs=[input_image, input_x, input_y, input_point_size],
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outputs=[output_rgb, output_image],
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title="Predefined Point RGB Inspector",
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description="Upload an image and input coordinates (x, y) and point size to get the RGB value at that point and see it plotted on the image."
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)
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interface.launch()
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requirements.txt
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gradio
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opencv-python
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pillow
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