app.py

import gradio as gr
from rembg import remove
from PIL import Image, ImageDraw
import numpy as np
import io

# Function to remove background automatically
def remove_bg(image):
    if image is None:
        return None
    image = Image.open(image)
    output = remove(image)
    return output

# Function to refine background using + and - points
def refine_bg(image, points, threshold, mode):
    if image is None:
        return None
    
    image = Image.open(image).convert("RGBA")
    mask = Image.new("L", image.size, 0)
    draw = ImageDraw.Draw(mask)
    
    for point in points:
        x, y = point
        color = 255 if mode == "keep" else 0
        draw.ellipse((x - threshold * 10, y - threshold * 10, x + threshold * 10, y + threshold * 10), fill=color)
    
    refined = Image.composite(image, Image.new("RGBA", image.size, (0, 0, 0, 0)), mask)
    return refined

# Gradio UI
with gr.Blocks() as iface:
    gr.Markdown("# AI Background Remover")
    
    with gr.Row():
        input_img = gr.Image(type="filepath", label="Upload Image")
        output_img = gr.Image(type="pil", label="Output Image")
    
    remove_btn = gr.Button("Remove Background")
    remove_btn.click(remove_bg, inputs=input_img, outputs=output_img)
    
    refine_btn = gr.Button("Refine")
    refine_options = gr.Column(visible=False)
    
    with refine_options:
        gr.Markdown("### Refine Background")
        refine_editor = gr.Image(type="filepath", label="Tap to Add Points", interactive=True)
        keep_btn = gr.Button("+ (Keep)")
        remove_btn = gr.Button("- (Remove)")
        threshold_slider = gr.Slider(0.00, 1.00, value=0.5, step=0.01, label="Threshold")
        apply_refine_btn = gr.Button("Apply Refinements")
    
    refine_mode = gr.State("keep")
    
    def show_refine_section(image):
        return gr.update(visible=True), image  # Show section and keep image visible
    
    def set_mode_keep():
        return "keep", "+ (Keep) Selected"
    
    def set_mode_remove():
        return "remove", "- (Remove) Selected"
    
    refine_btn.click(show_refine_section, inputs=input_img, outputs=[refine_options, refine_editor])
    keep_btn.click(set_mode_keep, outputs=[refine_mode, keep_btn])
    remove_btn.click(set_mode_remove, outputs=[refine_mode, remove_btn])
    apply_refine_btn.click(refine_bg, inputs=[input_img, refine_editor, threshold_slider, refine_mode], outputs=output_img)

iface.launch()