app.py

#!/usr/bin/env python3
"""
Blush Virtual Makeup App
Dedicated app for applying blush with customizable placement and styles
Features: Multiple styles (Powder/Cream/Tint), Intensity control, Placement adjustment
"""

import cv2
import numpy as np
import gradio as gr
from PIL import Image
import os
from landmarks import detect_landmarks, normalize_landmarks

# Blush color presets
BLUSH_COLORS = {
    "Coral Pink": (66, 135, 245),
    "Rose Pink": (192, 135, 220),
    "Peach": (152, 165, 255),
    "Mauve Rose": (100, 70, 200),
    "Berry": (140, 50, 150),
    "Apricot": (140, 140, 230),
    "Dusty Rose": (150, 120, 200),
    "Terracotta": (80, 100, 180),
    "Plum": (120, 60, 160),
    "Natural Pink": (180, 150, 230),
}

# Landmark indices for cheeks
CHEEKS = [425, 205]  # Left and right cheek centers

# Placement presets (offset adjustments from cheek center)
PLACEMENT_STYLES = {
    "Classic (Apple of Cheek)": {"x_offset": 0, "y_offset": 0, "radius_mult": 1.0},
    "High Cheekbone": {"x_offset": 0, "y_offset": -15, "radius_mult": 0.9},
    "Contour (Lower Cheek)": {"x_offset": -10, "y_offset": 10, "radius_mult": 1.1},
    "Lifted (Temple)": {"x_offset": -20, "y_offset": -20, "radius_mult": 0.85},
    "Soft Drape": {"x_offset": -5, "y_offset": 5, "radius_mult": 1.2},
}

# Blush style characteristics
BLUSH_STYLES = {
    "Powder": {
        "opacity": 0.35,
        "blur_amount": 0.4,
        "gradient_sharpness": 1.0,
        "description": "Matte, buildable finish"
    },
    "Cream": {
        "opacity": 0.45,
        "blur_amount": 0.5,
        "gradient_sharpness": 0.7,
        "description": "Dewy, blended finish"
    },
    "Tint": {
        "opacity": 0.25,
        "blur_amount": 0.6,
        "gradient_sharpness": 0.5,
        "description": "Sheer, natural flush"
    },
}


def apply_blush_advanced(image, color_rgb, landmarks, intensity=50, radius=40, 
                        style="Powder", placement="Classic (Apple of Cheek)"):
    """
    Apply blush with advanced controls.
    
    Args:
        image: Input image (BGR format)
        color_rgb: RGB color tuple for blush
        landmarks: Facial landmarks
        intensity: Intensity percentage (0-100)
        radius: Base radius for blush application
        style: Blush style (Powder/Cream/Tint)
        placement: Placement style
    
    Returns:
        Image with blush applied
    """
    if landmarks is None:
        return image
    
    h, w = image.shape[:2]
    mask = np.zeros_like(image, dtype=np.float32)
    
    # Get cheek points
    cheek_points = normalize_landmarks(landmarks, h, w, CHEEKS)
    
    # Get placement adjustments
    placement_info = PLACEMENT_STYLES.get(placement, PLACEMENT_STYLES["Classic (Apple of Cheek)"])
    x_offset = placement_info["x_offset"]
    y_offset = placement_info["y_offset"]
    radius_mult = placement_info["radius_mult"]
    
    # Get style characteristics
    style_info = BLUSH_STYLES.get(style, BLUSH_STYLES["Powder"])
    base_opacity = style_info["opacity"]
    blur_amount = style_info["blur_amount"]
    gradient_sharp = style_info["gradient_sharpness"]
    
    # Adjust radius based on placement and intensity
    effective_radius = int(radius * radius_mult)
    
    # Convert intensity to multiplier
    intensity_mult = intensity / 100.0
    
    for point in cheek_points:
        x, y = int(point[0]) + x_offset, int(point[1]) + y_offset
        
        # Ensure within bounds
        x = max(effective_radius, min(w - effective_radius, x))
        y = max(effective_radius, min(h - effective_radius, y))
        
        # Create circular blush with gradient
        y_min = max(0, y - effective_radius)
        y_max = min(h, y + effective_radius + 1)
        x_min = max(0, x - effective_radius)
        x_max = min(w, x + effective_radius + 1)
        
        yy, xx = np.ogrid[y_min:y_max, x_min:x_max]
        dist = np.sqrt((yy - y) ** 2 + (xx - x) ** 2)
        
        # Create gradient based on style
        gradient = np.zeros_like(dist, dtype=np.float32)
        valid = dist <= effective_radius
        
        # Different gradient functions for different styles
        if style == "Powder":
            # Sharper gradient for powder
            gradient[valid] = (1.0 - (dist[valid] / effective_radius)) ** gradient_sharp
        elif style == "Cream":
            # Smoother gradient for cream
            gradient[valid] = (1.0 + np.cos(np.pi * dist[valid] / effective_radius)) / 2.0
        else:  # Tint
            # Very soft gradient for tint
            gradient[valid] = np.exp(-2 * (dist[valid] / effective_radius) ** 2)
        
        # Apply color with gradient
        for c in range(3):
            color_val = color_rgb[c]
            mask[y_min:y_max, x_min:x_max, c] = np.maximum(
                mask[y_min:y_max, x_min:x_max, c],
                color_val * gradient
            )
    
    # Apply blur based on style
    blur_radius = int(effective_radius * blur_amount)
    if blur_radius % 2 == 0:
        blur_radius += 1
    blur_radius = max(3, blur_radius)
    
    mask = cv2.GaussianBlur(mask, (blur_radius, blur_radius), blur_radius // 3)
    
    # Convert to uint8
    mask = mask.astype(np.uint8)
    
    # Apply with intensity and style-specific opacity
    alpha = base_opacity * intensity_mult
    output = cv2.addWeighted(image, 1.0, mask, alpha, 0)
    
    return output


def process_blush(image, color_name, style, placement, intensity, radius):
    """
    Process image to apply blush.
    
    Args:
        image: Input image
        color_name: Name of blush color
        style: Blush style (Powder/Cream/Tint)
        placement: Placement style
        intensity: Intensity percentage
        radius: Application radius
    
    Returns:
        Tuple of (processed_image, status_message)
    """
    if image is None:
        return None, "No image provided"
    
    # Convert PIL to OpenCV format
    if isinstance(image, Image.Image):
        img = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
    else:
        img = image.copy()
    
    # Detect landmarks
    landmarks = detect_landmarks(img)
    if landmarks is None:
        return cv2.cvtColor(img, cv2.COLOR_BGR2RGB), "No face detected"
    
    # Get color
    color = BLUSH_COLORS.get(color_name, BLUSH_COLORS["Rose Pink"])
    
    # Apply blush
    output = apply_blush_advanced(
        img, color, landmarks, 
        intensity=intensity, 
        radius=radius,
        style=style,
        placement=placement
    )
    
    # Convert back to RGB
    output_rgb = cv2.cvtColor(output, cv2.COLOR_BGR2RGB)
    
    style_info = BLUSH_STYLES.get(style, BLUSH_STYLES["Powder"])
    status = (f"Applied {color_name} blush in {style} style "
              f"({style_info['description']}) at {intensity}% intensity "
              f"with {placement} placement")
    
    return output_rgb, status


# Create Gradio interface
with gr.Blocks(title="Blush Virtual Makeup", theme=gr.themes.Soft()) as demo:
    gr.Markdown("# 🌸 Blush Virtual Makeup App")
    gr.Markdown("Apply professional blush with customizable placement, intensity, and finish styles")
    
    with gr.Row():
        with gr.Column(scale=1):
            # Image upload
            image_input = gr.Image(label="Upload Your Photo", type="pil")
            
            # Color selection
            gr.Markdown("### 🎨 Choose Your Color")
            color_dropdown = gr.Dropdown(
                choices=list(BLUSH_COLORS.keys()),
                value="Rose Pink",
                label="Blush Color",
                interactive=True
            )
            
            # Style selection
            gr.Markdown("### 💄 Select Style")
            style_radio = gr.Radio(
                choices=list(BLUSH_STYLES.keys()),
                value="Powder",
                label="Blush Type",
                interactive=True
            )
            
            style_desc = gr.Markdown(
                f"*{BLUSH_STYLES['Powder']['description']}*",
                visible=True
            )
            
            # Placement selection
            gr.Markdown("### 📍 Placement")
            placement_dropdown = gr.Dropdown(
                choices=list(PLACEMENT_STYLES.keys()),
                value="Classic (Apple of Cheek)",
                label="Placement Style",
                interactive=True
            )
            
            # Intensity control
            gr.Markdown("### 🎚️ Intensity")
            intensity_slider = gr.Slider(
                minimum=0,
                maximum=100,
                value=50,
                step=5,
                label="Intensity (%)",
                interactive=True
            )
            
            # Radius control
            gr.Markdown("### 📏 Size")
            radius_slider = gr.Slider(
                minimum=20,
                maximum=80,
                value=45,
                step=5,
                label="Blush Size (radius in pixels)",
                interactive=True
            )
            
            # Apply button
            apply_btn = gr.Button("🌸 Apply Blush", variant="primary", size="lg")
        
        with gr.Column(scale=1):
            # Output image
            image_output = gr.Image(label="Result", type="pil")
            
            # Status message
            status_text = gr.Textbox(
                label="Status",
                interactive=False,
                lines=3
            )
            
            # Info guide
            gr.Markdown("""
            ### 📖 Style Guide
            
            **Powder Blush**
            - Matte finish
            - Buildable coverage
            - Long-lasting
            - Best for oily skin
            
            **Cream Blush**
            - Dewy finish
            - Blended look
            - Natural glow
            - Best for dry skin
            
            **Tint Blush**
            - Sheer coverage
            - Natural flush
            - Very subtle
            - Best for minimal makeup
            
            ### 💡 Placement Tips
            - **Classic**: Smile and apply to apple of cheek
            - **High Cheekbone**: For lifted, sculpted look
            - **Contour**: Add warmth and definition
            - **Lifted**: Temple placement for face-lifting effect
            - **Soft Drape**: Modern, soft-focus look
            """)
    
    # Update style description when style changes
    def update_style_desc(style):
        desc = BLUSH_STYLES.get(style, BLUSH_STYLES["Powder"])["description"]
        return f"*{desc}*"
    
    style_radio.change(
        fn=update_style_desc,
        inputs=[style_radio],
        outputs=[style_desc]
    )
    
    # Apply blush
    apply_btn.click(
        fn=process_blush,
        inputs=[image_input, color_dropdown, style_radio, placement_dropdown, 
                intensity_slider, radius_slider],
        outputs=[image_output, status_text]
    )
    
    # Example gallery (optional - can be populated with sample results)
    gr.Markdown("""
    ### 🎯 Quick Start
    1. Upload a clear, front-facing photo
    2. Choose your desired blush color
    3. Select your preferred style (Powder/Cream/Tint)
    4. Adjust placement to customize your look
    5. Fine-tune intensity and size
    6. Click "Apply Blush" to see results
    """)


if __name__ == "__main__":
    print("\n" + "="*60)
    print("🌸 Blush Virtual Makeup App")
    print("="*60 + "\n")

    demo.launch()