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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) | |