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import gradio as gr | |
from PIL import Image | |
import os | |
import time | |
from src.utils import change_background, matte | |
def process_images(uploaded_files, 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 | |
results = [] | |
times = [] | |
for uploaded_file in uploaded_files: | |
start_time = time.time() | |
img_input = Image.open(uploaded_file) # Open each file | |
img_matte = matte(img_input) | |
img_output = change_background(img_input, img_matte, background_alpha=alpha, background_hex=hexmap[background_color]) | |
end_time = time.time() | |
processing_time = end_time - start_time | |
times.append(f"{os.path.basename(uploaded_file)}: {processing_time:.2f} seconds") | |
results.append(img_output) | |
return results, "\n".join(times) | |
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(): | |
folder_input = gr.Files(type="filepath", label="Upload your photos here") | |
bg_color = gr.Dropdown(choices=["Transparent (PNG)", "White", "Black", "Green", "Red", "Blue"], label="Choose background color") | |
output_images = gr.Gallery(label="Processed Images") | |
processing_times = gr.Textbox(label="Processing Times") | |
btn = gr.Button("Submit") | |
btn.click(fn=process_images, inputs=[folder_input, bg_color], outputs=[output_images, processing_times]) | |
gr.Examples( | |
examples=[["assets/demo.jpg", "Transparent (PNG)"]], | |
inputs=[folder_input, bg_color] | |
) | |
if __name__ == "__main__": | |
demo.launch(share=True) | |