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import gradio as gr | |
import numpy as np | |
from PIL import Image, ImageDraw | |
# Function to read and display RGB at a predefined point and plot the point | |
def get_rgb_and_plot_point(img, x, y, point_size): | |
img = np.array(img) # Convert the image to a numpy array | |
if x < 0 or y < 0 or x >= img.shape[1] or y >= img.shape[0]: | |
return "Point is outside the image bounds", img | |
rgb_value = img[y, x] # Get the RGB value | |
# Create a PIL Image to draw the point | |
pil_img = Image.fromarray(img) | |
draw = ImageDraw.Draw(pil_img) | |
# Draw a circle at the specified point | |
draw.ellipse((x - point_size // 2, y - point_size // 2, x + point_size // 2, y + point_size // 2), outline="red", width=2) | |
return f'RGB value at ({x}, {y}): {rgb_value}', pil_img | |
# Gradio interface function | |
def image_rgb_extractor(img, x, y, point_size): | |
return get_rgb_and_plot_point(img, int(x), int(y), int(point_size)) | |
# Set up the Gradio interface | |
input_image = gr.Image(type="pil", label="Upload an Image") | |
input_x = gr.Number(label="X-coordinate") | |
input_y = gr.Number(label="Y-coordinate") | |
input_point_size = gr.Number(label="Point Size", value=10) | |
output_rgb = gr.Textbox(label="RGB Value at Point") | |
output_image = gr.Image(label="Image with Point") | |
# Launch the Gradio app | |
interface = gr.Interface( | |
fn=image_rgb_extractor, | |
inputs=[input_image, input_x, input_y, input_point_size], | |
outputs=[output_rgb, output_image], | |
title="Predefined Point RGB Inspector", | |
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." | |
) | |
interface.launch() | |