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Browse files- README.md +55 -7
- app.py +388 -0
- requirements.txt +3 -0
README.md
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---
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title: AI
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emoji:
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colorFrom:
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colorTo:
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sdk: gradio
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sdk_version:
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app_file: app.py
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pinned: false
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---
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---
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title: AI Photo Edit
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emoji: 🎨
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colorFrom: blue
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colorTo: purple
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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pinned: false
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license: mit
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---
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# AI Photo Edit
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Transform your photos with AI-powered styles, enhancements, and fixes.
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## Features
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### Restyle
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- **Anime** - Transform into anime style with vibrant colors
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- **Chibi Sticker** - Cute chibi style with big head and small body
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- **Superhero** - Comic book style with dramatic lighting
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- **Graffiti** - Urban street art style
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- **Watercolour** - Soft watercolor painting effect
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- **Comic** - Bold lines and halftone dots
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### Seasons
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- **Summer** - Warm golden sunlight and vibrant colors
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- **Winter** - Frost, cold blue tones
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- **Monsoon** - Rainy mood with wet surfaces
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### Enhance
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- **Auto Enhance** - Improve colors, contrast, and sharpness
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- **HDR Effect** - Expand dynamic range
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- **Sharpen** - Increase clarity
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- **Reduce Noise** - Remove grain
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### Fix
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- **Blur Background** - Portrait-style depth effect
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- **Relight** - Adjust lighting and shadows
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- **Fix Colors** - Correct white balance
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## Usage
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1. Upload an image
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2. Select a style, season, enhancement, or fix
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3. Adjust intensity with the slider
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4. Download your transformed image
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## Custom Prompts
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You can also describe your own style in the custom prompt box. Try keywords like:
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- "vintage sepia photograph"
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- "black and white"
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- "anime cartoon style"
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- "winter snow scene"
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## Built With
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- [Gradio](https://gradio.app/) - Web UI framework
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- [Pillow](https://pillow.readthedocs.io/) - Image processing
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app.py
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"""
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AI Photo Edit - Hugging Face Spaces App
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A web-based AI photo editing tool with Restyle, Enhance, and Fix capabilities
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"""
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import gradio as gr
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import numpy as np
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from PIL import Image, ImageEnhance, ImageFilter
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from io import BytesIO
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import base64
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# Style configurations
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RESTYLE_OPTIONS = {
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"Anime": "Transform into anime style with vibrant colors and expressive features",
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"Chibi Sticker": "Transform into cute chibi style with big head and small body",
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"Superhero": "Transform into superhero comic book style with dramatic lighting",
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"Graffiti": "Transform into urban graffiti street art style",
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"Watercolour": "Transform into watercolor painting with soft edges",
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"Comic": "Transform into comic book style with bold lines and halftone dots",
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}
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SEASON_OPTIONS = {
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"Summer": "Bright summer with warm golden sunlight and vibrant colors",
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"Winter": "Snowy winter with frost, cold blue tones",
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"Monsoon": "Rainy monsoon with wet surfaces and moody lighting",
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}
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ENHANCE_OPTIONS = {
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"Auto Enhance": "Improve colors, contrast, and sharpness",
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"HDR Effect": "Expand dynamic range for vivid details",
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"Sharpen": "Increase clarity and edge definition",
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"Reduce Noise": "Remove grain while preserving details",
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}
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FIX_OPTIONS = {
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"Blur Background": "Add portrait-style depth effect",
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"Relight": "Adjust lighting and shadows",
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"Fix Colors": "Correct white balance and color cast",
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}
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def apply_style(image, style_name, intensity=1.0):
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"""Apply visual style filters to image"""
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if image is None:
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return None
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img = Image.fromarray(image)
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# Convert to RGB if needed
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if img.mode != 'RGB':
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img = img.convert('RGB')
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style_filters = {
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"Anime": lambda i: apply_anime(i, intensity),
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"Chibi Sticker": lambda i: apply_anime(i, intensity * 0.8),
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"Superhero": lambda i: apply_dramatic(i, intensity),
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"Graffiti": lambda i: apply_vibrant(i, intensity * 1.2),
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"Watercolour": lambda i: apply_watercolor(i, intensity),
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"Comic": lambda i: apply_comic(i, intensity),
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"Summer": lambda i: apply_summer(i, intensity),
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"Winter": lambda i: apply_winter(i, intensity),
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"Monsoon": lambda i: apply_monsoon(i, intensity),
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"Auto Enhance": lambda i: apply_enhance(i, intensity),
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"HDR Effect": lambda i: apply_hdr(i, intensity),
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"Sharpen": lambda i: apply_sharpen(i, intensity),
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"Reduce Noise": lambda i: apply_denoise(i, intensity),
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"Blur Background": lambda i: apply_blur_bg(i, intensity),
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"Relight": lambda i: apply_relight(i, intensity),
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"Fix Colors": lambda i: apply_fix_colors(i, intensity),
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}
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if style_name in style_filters:
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img = style_filters[style_name](img)
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return np.array(img)
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def apply_anime(img, intensity):
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"""Anime style: high saturation, contrast"""
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enhancer = ImageEnhance.Color(img)
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img = enhancer.enhance(1.0 + 0.5 * intensity)
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enhancer = ImageEnhance.Contrast(img)
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img = enhancer.enhance(1.0 + 0.25 * intensity)
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enhancer = ImageEnhance.Brightness(img)
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img = enhancer.enhance(1.0 + 0.05 * intensity)
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return img
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def apply_dramatic(img, intensity):
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"""Dramatic superhero style"""
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enhancer = ImageEnhance.Contrast(img)
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img = enhancer.enhance(1.0 + 0.5 * intensity)
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enhancer = ImageEnhance.Color(img)
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img = enhancer.enhance(1.0 + 0.3 * intensity)
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enhancer = ImageEnhance.Brightness(img)
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img = enhancer.enhance(1.0 - 0.05 * intensity)
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return img
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def apply_vibrant(img, intensity):
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"""Vibrant graffiti style"""
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enhancer = ImageEnhance.Color(img)
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img = enhancer.enhance(1.0 + 1.0 * intensity)
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enhancer = ImageEnhance.Contrast(img)
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img = enhancer.enhance(1.0 + 0.4 * intensity)
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return img
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def apply_watercolor(img, intensity):
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"""Watercolor painting effect"""
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img = img.filter(ImageFilter.GaussianBlur(radius=0.5 * intensity))
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enhancer = ImageEnhance.Color(img)
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img = enhancer.enhance(1.0 + 0.2 * intensity)
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return img
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def apply_comic(img, intensity):
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"""Comic book style"""
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enhancer = ImageEnhance.Contrast(img)
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img = enhancer.enhance(1.0 + 0.5 * intensity)
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enhancer = ImageEnhance.Color(img)
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img = enhancer.enhance(1.0 + 0.3 * intensity)
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return img
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def apply_summer(img, intensity):
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"""Warm summer tones"""
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enhancer = ImageEnhance.Color(img)
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| 129 |
+
img = enhancer.enhance(1.0 + 0.35 * intensity)
|
| 130 |
+
enhancer = ImageEnhance.Brightness(img)
|
| 131 |
+
img = enhancer.enhance(1.0 + 0.08 * intensity)
|
| 132 |
+
# Add warm tint
|
| 133 |
+
r, g, b = img.split()
|
| 134 |
+
r = r.point(lambda x: min(255, x + int(10 * intensity)))
|
| 135 |
+
img = Image.merge('RGB', (r, g, b))
|
| 136 |
+
return img
|
| 137 |
+
|
| 138 |
+
|
| 139 |
+
def apply_winter(img, intensity):
|
| 140 |
+
"""Cool winter tones"""
|
| 141 |
+
enhancer = ImageEnhance.Color(img)
|
| 142 |
+
img = enhancer.enhance(1.0 - 0.25 * intensity)
|
| 143 |
+
enhancer = ImageEnhance.Brightness(img)
|
| 144 |
+
img = enhancer.enhance(1.0 + 0.12 * intensity)
|
| 145 |
+
# Add cool tint
|
| 146 |
+
r, g, b = img.split()
|
| 147 |
+
b = b.point(lambda x: min(255, x + int(15 * intensity)))
|
| 148 |
+
img = Image.merge('RGB', (r, g, b))
|
| 149 |
+
return img
|
| 150 |
+
|
| 151 |
+
|
| 152 |
+
def apply_monsoon(img, intensity):
|
| 153 |
+
"""Moody monsoon effect"""
|
| 154 |
+
enhancer = ImageEnhance.Color(img)
|
| 155 |
+
img = enhancer.enhance(1.0 - 0.15 * intensity)
|
| 156 |
+
enhancer = ImageEnhance.Brightness(img)
|
| 157 |
+
img = enhancer.enhance(1.0 - 0.12 * intensity)
|
| 158 |
+
enhancer = ImageEnhance.Contrast(img)
|
| 159 |
+
img = enhancer.enhance(1.0 + 0.15 * intensity)
|
| 160 |
+
return img
|
| 161 |
+
|
| 162 |
+
|
| 163 |
+
def apply_enhance(img, intensity):
|
| 164 |
+
"""Auto enhance"""
|
| 165 |
+
enhancer = ImageEnhance.Contrast(img)
|
| 166 |
+
img = enhancer.enhance(1.0 + 0.2 * intensity)
|
| 167 |
+
enhancer = ImageEnhance.Color(img)
|
| 168 |
+
img = enhancer.enhance(1.0 + 0.2 * intensity)
|
| 169 |
+
enhancer = ImageEnhance.Sharpness(img)
|
| 170 |
+
img = enhancer.enhance(1.0 + 0.1 * intensity)
|
| 171 |
+
return img
|
| 172 |
+
|
| 173 |
+
|
| 174 |
+
def apply_hdr(img, intensity):
|
| 175 |
+
"""HDR effect"""
|
| 176 |
+
enhancer = ImageEnhance.Contrast(img)
|
| 177 |
+
img = enhancer.enhance(1.0 + 0.35 * intensity)
|
| 178 |
+
enhancer = ImageEnhance.Color(img)
|
| 179 |
+
img = enhancer.enhance(1.0 + 0.25 * intensity)
|
| 180 |
+
return img
|
| 181 |
+
|
| 182 |
+
|
| 183 |
+
def apply_sharpen(img, intensity):
|
| 184 |
+
"""Sharpen image"""
|
| 185 |
+
enhancer = ImageEnhance.Sharpness(img)
|
| 186 |
+
img = enhancer.enhance(1.0 + 1.0 * intensity)
|
| 187 |
+
return img
|
| 188 |
+
|
| 189 |
+
|
| 190 |
+
def apply_denoise(img, intensity):
|
| 191 |
+
"""Reduce noise (slight blur)"""
|
| 192 |
+
img = img.filter(ImageFilter.GaussianBlur(radius=0.3 * intensity))
|
| 193 |
+
enhancer = ImageEnhance.Sharpness(img)
|
| 194 |
+
img = enhancer.enhance(1.0 + 0.2 * intensity)
|
| 195 |
+
return img
|
| 196 |
+
|
| 197 |
+
|
| 198 |
+
def apply_blur_bg(img, intensity):
|
| 199 |
+
"""Blur background effect (simplified)"""
|
| 200 |
+
img = img.filter(ImageFilter.GaussianBlur(radius=2 * intensity))
|
| 201 |
+
return img
|
| 202 |
+
|
| 203 |
+
|
| 204 |
+
def apply_relight(img, intensity):
|
| 205 |
+
"""Adjust lighting"""
|
| 206 |
+
enhancer = ImageEnhance.Brightness(img)
|
| 207 |
+
img = enhancer.enhance(1.0 + 0.1 * intensity)
|
| 208 |
+
enhancer = ImageEnhance.Contrast(img)
|
| 209 |
+
img = enhancer.enhance(1.0 + 0.1 * intensity)
|
| 210 |
+
return img
|
| 211 |
+
|
| 212 |
+
|
| 213 |
+
def apply_fix_colors(img, intensity):
|
| 214 |
+
"""Fix color cast"""
|
| 215 |
+
enhancer = ImageEnhance.Color(img)
|
| 216 |
+
img = enhancer.enhance(1.0 + 0.1 * intensity)
|
| 217 |
+
enhancer = ImageEnhance.Contrast(img)
|
| 218 |
+
img = enhancer.enhance(1.0 + 0.05 * intensity)
|
| 219 |
+
return img
|
| 220 |
+
|
| 221 |
+
|
| 222 |
+
def apply_custom_prompt(image, prompt, intensity=1.0):
|
| 223 |
+
"""Apply style based on custom prompt keywords"""
|
| 224 |
+
if image is None:
|
| 225 |
+
return None
|
| 226 |
+
|
| 227 |
+
prompt_lower = prompt.lower()
|
| 228 |
+
|
| 229 |
+
# Detect style from prompt
|
| 230 |
+
if any(word in prompt_lower for word in ['anime', 'cartoon', 'animated']):
|
| 231 |
+
return apply_style(image, "Anime", intensity)
|
| 232 |
+
elif any(word in prompt_lower for word in ['winter', 'snow', 'cold', 'frost']):
|
| 233 |
+
return apply_style(image, "Winter", intensity)
|
| 234 |
+
elif any(word in prompt_lower for word in ['summer', 'warm', 'sunny', 'bright']):
|
| 235 |
+
return apply_style(image, "Summer", intensity)
|
| 236 |
+
elif any(word in prompt_lower for word in ['vintage', 'sepia', 'old', 'retro']):
|
| 237 |
+
img = Image.fromarray(image)
|
| 238 |
+
if img.mode != 'RGB':
|
| 239 |
+
img = img.convert('RGB')
|
| 240 |
+
# Sepia effect
|
| 241 |
+
enhancer = ImageEnhance.Color(img)
|
| 242 |
+
img = enhancer.enhance(0.3)
|
| 243 |
+
r, g, b = img.split()
|
| 244 |
+
r = r.point(lambda x: min(255, x + 30))
|
| 245 |
+
g = g.point(lambda x: min(255, x + 15))
|
| 246 |
+
img = Image.merge('RGB', (r, g, b))
|
| 247 |
+
return np.array(img)
|
| 248 |
+
elif any(word in prompt_lower for word in ['black and white', 'grayscale', 'monochrome']):
|
| 249 |
+
img = Image.fromarray(image)
|
| 250 |
+
img = img.convert('L').convert('RGB')
|
| 251 |
+
enhancer = ImageEnhance.Contrast(img)
|
| 252 |
+
img = enhancer.enhance(1.1)
|
| 253 |
+
return np.array(img)
|
| 254 |
+
elif any(word in prompt_lower for word in ['comic', 'pop art']):
|
| 255 |
+
return apply_style(image, "Comic", intensity)
|
| 256 |
+
elif any(word in prompt_lower for word in ['watercolor', 'painting', 'artistic']):
|
| 257 |
+
return apply_style(image, "Watercolour", intensity)
|
| 258 |
+
elif any(word in prompt_lower for word in ['enhance', 'improve', 'better']):
|
| 259 |
+
return apply_style(image, "Auto Enhance", intensity)
|
| 260 |
+
else:
|
| 261 |
+
# Default: subtle enhancement
|
| 262 |
+
return apply_style(image, "Auto Enhance", intensity * 0.5)
|
| 263 |
+
|
| 264 |
+
|
| 265 |
+
# Create Gradio Interface
|
| 266 |
+
with gr.Blocks(
|
| 267 |
+
title="AI Photo Edit",
|
| 268 |
+
theme=gr.themes.Soft(
|
| 269 |
+
primary_hue="blue",
|
| 270 |
+
secondary_hue="slate",
|
| 271 |
+
),
|
| 272 |
+
css="""
|
| 273 |
+
.container { max-width: 1200px; margin: auto; }
|
| 274 |
+
.title { text-align: center; margin-bottom: 1rem; }
|
| 275 |
+
"""
|
| 276 |
+
) as demo:
|
| 277 |
+
|
| 278 |
+
gr.Markdown(
|
| 279 |
+
"""
|
| 280 |
+
# AI Photo Edit
|
| 281 |
+
Transform your photos with AI-powered styles, enhancements, and fixes.
|
| 282 |
+
|
| 283 |
+
Upload an image and choose a style to apply!
|
| 284 |
+
"""
|
| 285 |
+
)
|
| 286 |
+
|
| 287 |
+
with gr.Row():
|
| 288 |
+
with gr.Column(scale=2):
|
| 289 |
+
input_image = gr.Image(label="Upload Image", type="numpy")
|
| 290 |
+
output_image = gr.Image(label="Result", type="numpy")
|
| 291 |
+
|
| 292 |
+
with gr.Column(scale=1):
|
| 293 |
+
with gr.Tabs():
|
| 294 |
+
with gr.TabItem("Restyle"):
|
| 295 |
+
gr.Markdown("### Artistic Styles")
|
| 296 |
+
restyle_dropdown = gr.Dropdown(
|
| 297 |
+
choices=list(RESTYLE_OPTIONS.keys()),
|
| 298 |
+
label="Choose Style",
|
| 299 |
+
value="Anime"
|
| 300 |
+
)
|
| 301 |
+
restyle_btn = gr.Button("Apply Restyle", variant="primary")
|
| 302 |
+
|
| 303 |
+
gr.Markdown("### Seasons")
|
| 304 |
+
season_dropdown = gr.Dropdown(
|
| 305 |
+
choices=list(SEASON_OPTIONS.keys()),
|
| 306 |
+
label="Choose Season",
|
| 307 |
+
value="Summer"
|
| 308 |
+
)
|
| 309 |
+
season_btn = gr.Button("Apply Season", variant="primary")
|
| 310 |
+
|
| 311 |
+
gr.Markdown("### Custom Prompt")
|
| 312 |
+
custom_prompt = gr.Textbox(
|
| 313 |
+
label="Describe your style",
|
| 314 |
+
placeholder="e.g., vintage sepia photograph from the 1920s"
|
| 315 |
+
)
|
| 316 |
+
custom_btn = gr.Button("Apply Custom", variant="primary")
|
| 317 |
+
|
| 318 |
+
with gr.TabItem("Enhance"):
|
| 319 |
+
enhance_dropdown = gr.Dropdown(
|
| 320 |
+
choices=list(ENHANCE_OPTIONS.keys()),
|
| 321 |
+
label="Enhancement Type",
|
| 322 |
+
value="Auto Enhance"
|
| 323 |
+
)
|
| 324 |
+
enhance_btn = gr.Button("Apply Enhancement", variant="primary")
|
| 325 |
+
|
| 326 |
+
with gr.TabItem("Fix"):
|
| 327 |
+
fix_dropdown = gr.Dropdown(
|
| 328 |
+
choices=list(FIX_OPTIONS.keys()),
|
| 329 |
+
label="Fix Type",
|
| 330 |
+
value="Relight"
|
| 331 |
+
)
|
| 332 |
+
fix_btn = gr.Button("Apply Fix", variant="primary")
|
| 333 |
+
|
| 334 |
+
gr.Markdown("### Intensity")
|
| 335 |
+
intensity_slider = gr.Slider(
|
| 336 |
+
minimum=0.1,
|
| 337 |
+
maximum=2.0,
|
| 338 |
+
value=1.0,
|
| 339 |
+
step=0.1,
|
| 340 |
+
label="Effect Intensity"
|
| 341 |
+
)
|
| 342 |
+
|
| 343 |
+
# Event handlers
|
| 344 |
+
restyle_btn.click(
|
| 345 |
+
fn=apply_style,
|
| 346 |
+
inputs=[input_image, restyle_dropdown, intensity_slider],
|
| 347 |
+
outputs=output_image
|
| 348 |
+
)
|
| 349 |
+
|
| 350 |
+
season_btn.click(
|
| 351 |
+
fn=apply_style,
|
| 352 |
+
inputs=[input_image, season_dropdown, intensity_slider],
|
| 353 |
+
outputs=output_image
|
| 354 |
+
)
|
| 355 |
+
|
| 356 |
+
custom_btn.click(
|
| 357 |
+
fn=apply_custom_prompt,
|
| 358 |
+
inputs=[input_image, custom_prompt, intensity_slider],
|
| 359 |
+
outputs=output_image
|
| 360 |
+
)
|
| 361 |
+
|
| 362 |
+
enhance_btn.click(
|
| 363 |
+
fn=apply_style,
|
| 364 |
+
inputs=[input_image, enhance_dropdown, intensity_slider],
|
| 365 |
+
outputs=output_image
|
| 366 |
+
)
|
| 367 |
+
|
| 368 |
+
fix_btn.click(
|
| 369 |
+
fn=apply_style,
|
| 370 |
+
inputs=[input_image, fix_dropdown, intensity_slider],
|
| 371 |
+
outputs=output_image
|
| 372 |
+
)
|
| 373 |
+
|
| 374 |
+
gr.Markdown(
|
| 375 |
+
"""
|
| 376 |
+
---
|
| 377 |
+
**Features:**
|
| 378 |
+
- **Restyle**: Anime, Chibi, Superhero, Graffiti, Watercolour, Comic
|
| 379 |
+
- **Seasons**: Summer, Winter, Monsoon
|
| 380 |
+
- **Enhance**: Auto Enhance, HDR, Sharpen, Reduce Noise
|
| 381 |
+
- **Fix**: Blur Background, Relight, Fix Colors
|
| 382 |
+
|
| 383 |
+
Built with Gradio
|
| 384 |
+
"""
|
| 385 |
+
)
|
| 386 |
+
|
| 387 |
+
if __name__ == "__main__":
|
| 388 |
+
demo.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.0.0
|
| 2 |
+
Pillow>=9.0.0
|
| 3 |
+
numpy>=1.21.0
|