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import gradio as gr | |
from PIL import Image | |
from io import BytesIO | |
from src.utils import change_background, matte | |
def process_image(uploaded_file, background_color): | |
# Add debugging statement | |
print(f"background_color received: {background_color}") | |
# Default value check | |
if background_color is None: | |
return "Please select a background color." | |
hexmap = { | |
"Transparent (PNG)": "#000000", | |
"Black": "#000000", | |
"White": "#FFFFFF", | |
"Green": "#22EE22", | |
"Red": "#EE2222", | |
"Blue": "#2222EE", | |
} | |
alpha = 0.0 if background_color == "Transparent (PNG)" else 1.0 | |
img_input = uploaded_file # No need to open, it's already a PIL image | |
img_matte = matte(img_input) | |
img_output = change_background(img_input, img_matte, background_alpha=alpha, background_hex=hexmap[background_color]) | |
return img_output | |
with gr.Blocks() as demo: | |
gr.Markdown(""" | |
# AI Photo Background Removal | |
You want to remove your photo background, but don't have the time and effort to learn photo editing skills? | |
**This app will change or remove your photo background, in seconds.** | |
""") | |
with gr.Row(): | |
image_input = gr.Image(type="pil", label="Upload your photo here") | |
bg_color = gr.Dropdown(choices=["Transparent (PNG)", "White", "Black", "Green", "Red", "Blue"], label="Choose background color") | |
output_image = gr.Image(type="pil", label="Processed Image") | |
btn = gr.Button("Submit") | |
btn.click(fn=process_image, inputs=[image_input, bg_color], outputs=output_image) | |
gr.Examples( | |
examples=[["assets/demo.jpg", "Transparent (PNG)"]], | |
inputs=[image_input, bg_color] | |
) | |
if __name__ == "__main__": | |
demo.launch() | |