Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -5,9 +5,11 @@ from PIL import Image
|
|
5 |
import requests
|
6 |
from io import BytesIO
|
7 |
|
|
|
|
|
8 |
replicate_client = replicate.Client(api_token=os.getenv("RAPI_TOKEN"))
|
9 |
|
10 |
-
# Comprehensive hairstyle options
|
11 |
HAIRCUT_OPTIONS = [
|
12 |
"Crew Cut", "Faux Hawk", "Slicked Back", "Side-Parted", "Center-Parted",
|
13 |
"Blunt Bangs", "Side-Swept Bangs", "Shag", "Lob", "Angled Bob",
|
@@ -63,33 +65,18 @@ HAIR_COLOR_OPTIONS = {
|
|
63 |
"Rose Gold": "#E0BFB8"
|
64 |
}
|
65 |
|
66 |
-
def
|
67 |
-
"""Create HTML for a single color button"""
|
68 |
-
return f'''
|
69 |
-
<button class="color-btn" onclick="selectColor('{color_name}')" style="background-color: {color_code};" title="{color_name}">
|
70 |
-
<span class="color-label">{color_name}</span>
|
71 |
-
</button>
|
72 |
-
'''
|
73 |
-
|
74 |
-
def create_color_palette():
|
75 |
-
"""Create the complete color palette HTML"""
|
76 |
-
palette_html = '<div class="color-palette">'
|
77 |
-
for color_name, color_code in HAIR_COLOR_OPTIONS.items():
|
78 |
-
palette_html += create_color_button(color_name, color_code)
|
79 |
-
palette_html += '</div>'
|
80 |
-
return palette_html
|
81 |
-
|
82 |
-
def change_haircut(input_image, haircut_style, hair_color_state):
|
83 |
"""
|
84 |
-
Process image through
|
85 |
"""
|
86 |
try:
|
87 |
# Check if image is provided
|
88 |
if input_image is None:
|
89 |
-
return None, "Please upload an image first."
|
90 |
|
91 |
-
#
|
92 |
-
hair_color
|
|
|
93 |
|
94 |
# Save PIL Image to temporary file
|
95 |
temp_path = "temp_input.png"
|
@@ -119,36 +106,23 @@ def change_haircut(input_image, haircut_style, hair_color_state):
|
|
119 |
if os.path.exists(temp_path):
|
120 |
os.remove(temp_path)
|
121 |
|
122 |
-
return result_image, f"Successfully applied {haircut_style} style with {hair_color} color!"
|
123 |
else:
|
124 |
-
return None, "Processing error occurred."
|
125 |
|
126 |
except Exception as e:
|
127 |
# Clean up temporary file on error
|
128 |
if os.path.exists(temp_path):
|
129 |
os.remove(temp_path)
|
130 |
-
return None, f"Error: {str(e)}"
|
|
|
|
|
|
|
|
|
131 |
|
132 |
# Create Gradio interface
|
133 |
with gr.Blocks(title="AI Hairstyle Changer", theme=gr.themes.Soft()) as demo:
|
134 |
-
|
135 |
-
selected_color = gr.State(value="Black")
|
136 |
-
|
137 |
-
gr.Markdown(
|
138 |
-
"""
|
139 |
-
# 🎨 Ginigen AI Hairstyle Changer
|
140 |
-
|
141 |
-
Transform your hairstyle with AI! Upload a photo and choose from 90+ hairstyle options and 29 hair colors.
|
142 |
-
|
143 |
-
**Instructions:**
|
144 |
-
1. Upload a front-facing photo with clear visibility of your face
|
145 |
-
2. Select your desired hairstyle from the options below
|
146 |
-
3. Click on a hair color from the palette
|
147 |
-
4. Click "Apply Hairstyle" to see the transformation
|
148 |
-
|
149 |
-
⚠️ **Note:** Requires Replicate API key. Set REPLICATE_API_TOKEN in your environment.
|
150 |
-
"""
|
151 |
-
)
|
152 |
|
153 |
with gr.Row():
|
154 |
with gr.Column(scale=1):
|
@@ -162,7 +136,23 @@ with gr.Blocks(title="AI Hairstyle Changer", theme=gr.themes.Soft()) as demo:
|
|
162 |
with gr.Group():
|
163 |
gr.Markdown("### Select Hair Color")
|
164 |
selected_color_display = gr.Markdown(value="**Selected Color:** Black")
|
165 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
166 |
|
167 |
submit_btn = gr.Button(
|
168 |
"🎨 Apply Hairstyle",
|
@@ -173,13 +163,13 @@ with gr.Blocks(title="AI Hairstyle Changer", theme=gr.themes.Soft()) as demo:
|
|
173 |
with gr.Column(scale=2):
|
174 |
# Hairstyle selection with scrollable radio buttons
|
175 |
with gr.Group():
|
176 |
-
gr.Markdown("### Select Hairstyle")
|
177 |
with gr.Column(elem_classes="hairstyle-container"):
|
178 |
haircut_radio = gr.Radio(
|
179 |
choices=HAIRCUT_OPTIONS,
|
180 |
value="Bob",
|
181 |
label="Hairstyle Options",
|
182 |
-
info="Browse and select from
|
183 |
elem_classes="hairstyle-radio"
|
184 |
)
|
185 |
|
@@ -197,36 +187,8 @@ with gr.Blocks(title="AI Hairstyle Changer", theme=gr.themes.Soft()) as demo:
|
|
197 |
value="Upload a photo and select a hairstyle to begin."
|
198 |
)
|
199 |
|
200 |
-
#
|
201 |
-
|
202 |
-
function() {
|
203 |
-
window.selectColor = function(colorName) {
|
204 |
-
// Update all color buttons to remove selected class
|
205 |
-
document.querySelectorAll('.color-btn').forEach(btn => {
|
206 |
-
btn.classList.remove('selected');
|
207 |
-
});
|
208 |
-
|
209 |
-
// Add selected class to clicked button
|
210 |
-
event.target.closest('.color-btn').classList.add('selected');
|
211 |
-
|
212 |
-
// Update the display text
|
213 |
-
const displayElement = document.querySelector('#component-5 > div.prose.markdown-text');
|
214 |
-
if (displayElement) {
|
215 |
-
displayElement.innerHTML = '<strong>Selected Color:</strong> ' + colorName;
|
216 |
-
}
|
217 |
-
|
218 |
-
// Store the selected color
|
219 |
-
window.selectedHairColor = colorName;
|
220 |
-
};
|
221 |
-
|
222 |
-
// Set initial selection
|
223 |
-
window.selectedHairColor = 'Black';
|
224 |
-
document.querySelector('.color-btn').classList.add('selected');
|
225 |
-
}
|
226 |
-
""")
|
227 |
-
|
228 |
-
# Custom CSS
|
229 |
-
demo.css = """
|
230 |
.hairstyle-container {
|
231 |
max-height: 600px;
|
232 |
overflow-y: auto;
|
@@ -249,77 +211,92 @@ with gr.Blocks(title="AI Hairstyle Changer", theme=gr.themes.Soft()) as demo:
|
|
249 |
background-color: #e8e8e8;
|
250 |
}
|
251 |
|
252 |
-
.color-
|
253 |
-
|
254 |
-
|
255 |
-
|
256 |
-
|
257 |
-
|
258 |
-
|
259 |
-
|
260 |
-
|
261 |
-
|
262 |
}
|
263 |
|
264 |
-
.color-
|
265 |
-
|
266 |
-
|
267 |
-
height: 50px;
|
268 |
-
border: 3px solid transparent;
|
269 |
-
border-radius: 8px;
|
270 |
-
cursor: pointer;
|
271 |
-
transition: all 0.3s ease;
|
272 |
-
overflow: hidden;
|
273 |
-
box-shadow: 0 2px 5px rgba(0,0,0,0.2);
|
274 |
-
}
|
275 |
-
|
276 |
-
.color-btn:hover {
|
277 |
-
transform: translateY(-2px);
|
278 |
-
box-shadow: 0 4px 10px rgba(0,0,0,0.3);
|
279 |
}
|
280 |
|
281 |
-
.color-
|
282 |
-
border-color: #2196F3;
|
283 |
-
transform: scale(1.05);
|
284 |
-
box-shadow: 0 0 0 3px rgba(33, 150, 243, 0.3);
|
285 |
}
|
|
|
286 |
|
287 |
-
|
288 |
-
|
289 |
-
|
290 |
-
|
291 |
-
|
292 |
-
|
293 |
-
color: white;
|
294 |
-
font-size: 10px;
|
295 |
-
padding: 2px;
|
296 |
-
text-align: center;
|
297 |
-
font-weight: bold;
|
298 |
-
}
|
299 |
"""
|
300 |
|
301 |
-
|
302 |
-
|
303 |
-
|
304 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
305 |
|
|
|
306 |
submit_btn.click(
|
307 |
-
fn=process_with_js_color,
|
308 |
-
inputs=[input_image, haircut_radio],
|
309 |
-
outputs=[output_image, status_text, selected_color],
|
310 |
-
js="() => { return [null, null, window.selectedHairColor || 'Black']; }"
|
311 |
-
).then(
|
312 |
fn=change_haircut,
|
313 |
inputs=[input_image, haircut_radio, selected_color],
|
314 |
-
outputs=[output_image, status_text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
315 |
)
|
316 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
317 |
|
318 |
# Run the app
|
319 |
if __name__ == "__main__":
|
320 |
# Check API key
|
321 |
if not os.getenv("RAPI_TOKEN"):
|
322 |
-
print("⚠️ Warning:
|
323 |
print("Set it using: export RAPI_TOKEN='your_token'")
|
324 |
|
325 |
demo.launch(
|
|
|
5 |
import requests
|
6 |
from io import BytesIO
|
7 |
|
8 |
+
# Replicate API client setup
|
9 |
+
# Set environment variable: export RAPI_TOKEN="your_token_here"
|
10 |
replicate_client = replicate.Client(api_token=os.getenv("RAPI_TOKEN"))
|
11 |
|
12 |
+
# Comprehensive hairstyle options - All 93 styles
|
13 |
HAIRCUT_OPTIONS = [
|
14 |
"Crew Cut", "Faux Hawk", "Slicked Back", "Side-Parted", "Center-Parted",
|
15 |
"Blunt Bangs", "Side-Swept Bangs", "Shag", "Lob", "Angled Bob",
|
|
|
65 |
"Rose Gold": "#E0BFB8"
|
66 |
}
|
67 |
|
68 |
+
def change_haircut(input_image, haircut_style, hair_color):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
69 |
"""
|
70 |
+
Process image through RAPI to change hairstyle
|
71 |
"""
|
72 |
try:
|
73 |
# Check if image is provided
|
74 |
if input_image is None:
|
75 |
+
return None, "Please upload an image first."
|
76 |
|
77 |
+
# Ensure we have a valid color
|
78 |
+
if not hair_color or hair_color not in HAIR_COLOR_OPTIONS:
|
79 |
+
hair_color = "Black"
|
80 |
|
81 |
# Save PIL Image to temporary file
|
82 |
temp_path = "temp_input.png"
|
|
|
106 |
if os.path.exists(temp_path):
|
107 |
os.remove(temp_path)
|
108 |
|
109 |
+
return result_image, f"Successfully applied {haircut_style} style with {hair_color} color!"
|
110 |
else:
|
111 |
+
return None, "Processing error occurred."
|
112 |
|
113 |
except Exception as e:
|
114 |
# Clean up temporary file on error
|
115 |
if os.path.exists(temp_path):
|
116 |
os.remove(temp_path)
|
117 |
+
return None, f"Error: {str(e)}"
|
118 |
+
|
119 |
+
def update_color_display(color):
|
120 |
+
"""Update the color display text"""
|
121 |
+
return f"**Selected Color:** {color}"
|
122 |
|
123 |
# Create Gradio interface
|
124 |
with gr.Blocks(title="AI Hairstyle Changer", theme=gr.themes.Soft()) as demo:
|
125 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
126 |
|
127 |
with gr.Row():
|
128 |
with gr.Column(scale=1):
|
|
|
136 |
with gr.Group():
|
137 |
gr.Markdown("### Select Hair Color")
|
138 |
selected_color_display = gr.Markdown(value="**Selected Color:** Black")
|
139 |
+
|
140 |
+
# Create color buttons in a grid
|
141 |
+
color_buttons = []
|
142 |
+
with gr.Column():
|
143 |
+
# Create rows of color buttons
|
144 |
+
for i in range(0, len(HAIR_COLOR_OPTIONS), 5):
|
145 |
+
with gr.Row():
|
146 |
+
for color_name, color_code in list(HAIR_COLOR_OPTIONS.items())[i:i+5]:
|
147 |
+
btn = gr.Button(
|
148 |
+
value=color_name,
|
149 |
+
elem_classes="color-button",
|
150 |
+
elem_id=f"color-{color_name.replace(' ', '-')}"
|
151 |
+
)
|
152 |
+
color_buttons.append((btn, color_name, color_code))
|
153 |
+
|
154 |
+
# Hidden textbox to store selected color
|
155 |
+
selected_color = gr.Textbox(value="Black", visible=False)
|
156 |
|
157 |
submit_btn = gr.Button(
|
158 |
"🎨 Apply Hairstyle",
|
|
|
163 |
with gr.Column(scale=2):
|
164 |
# Hairstyle selection with scrollable radio buttons
|
165 |
with gr.Group():
|
166 |
+
gr.Markdown(f"### Select Hairstyle (Total: {len(HAIRCUT_OPTIONS)} styles)")
|
167 |
with gr.Column(elem_classes="hairstyle-container"):
|
168 |
haircut_radio = gr.Radio(
|
169 |
choices=HAIRCUT_OPTIONS,
|
170 |
value="Bob",
|
171 |
label="Hairstyle Options",
|
172 |
+
info="Browse and select from 93 hairstyle options",
|
173 |
elem_classes="hairstyle-radio"
|
174 |
)
|
175 |
|
|
|
187 |
value="Upload a photo and select a hairstyle to begin."
|
188 |
)
|
189 |
|
190 |
+
# Custom CSS with dynamic color styling
|
191 |
+
custom_css = """
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
192 |
.hairstyle-container {
|
193 |
max-height: 600px;
|
194 |
overflow-y: auto;
|
|
|
211 |
background-color: #e8e8e8;
|
212 |
}
|
213 |
|
214 |
+
.color-button {
|
215 |
+
min-height: 50px !important;
|
216 |
+
margin: 2px !important;
|
217 |
+
border: 3px solid transparent !important;
|
218 |
+
border-radius: 8px !important;
|
219 |
+
font-weight: bold !important;
|
220 |
+
color: white !important;
|
221 |
+
text-shadow: 1px 1px 2px rgba(0,0,0,0.7) !important;
|
222 |
+
transition: all 0.3s ease !important;
|
223 |
+
position: relative !important;
|
224 |
}
|
225 |
|
226 |
+
.color-button:hover {
|
227 |
+
transform: translateY(-2px) !important;
|
228 |
+
box-shadow: 0 4px 10px rgba(0,0,0,0.3) !important;
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
229 |
}
|
230 |
|
231 |
+
.color-button.selected {
|
232 |
+
border-color: #2196F3 !important;
|
233 |
+
transform: scale(1.05) !important;
|
234 |
+
box-shadow: 0 0 0 3px rgba(33, 150, 243, 0.3) !important;
|
235 |
}
|
236 |
+
"""
|
237 |
|
238 |
+
# Add dynamic CSS for each color button
|
239 |
+
for color_name, color_code in HAIR_COLOR_OPTIONS.items():
|
240 |
+
custom_css += f"""
|
241 |
+
#color-{color_name.replace(' ', '-')} > button {{
|
242 |
+
background-color: {color_code} !important;
|
243 |
+
}}
|
|
|
|
|
|
|
|
|
|
|
|
|
244 |
"""
|
245 |
|
246 |
+
demo.css = custom_css
|
247 |
+
|
248 |
+
# Connect color button clicks
|
249 |
+
for btn, color_name, color_code in color_buttons:
|
250 |
+
btn.click(
|
251 |
+
fn=lambda c=color_name: (c, update_color_display(c)),
|
252 |
+
outputs=[selected_color, selected_color_display],
|
253 |
+
js=f"""(x) => {{
|
254 |
+
// Remove selected class from all buttons
|
255 |
+
document.querySelectorAll('.color-button').forEach(b => b.classList.remove('selected'));
|
256 |
+
// Add selected class to clicked button
|
257 |
+
document.querySelector('#color-{color_name.replace(' ', '-')} > button').classList.add('selected');
|
258 |
+
return '{color_name}';
|
259 |
+
}}"""
|
260 |
+
)
|
261 |
|
262 |
+
# Button click event
|
263 |
submit_btn.click(
|
|
|
|
|
|
|
|
|
|
|
264 |
fn=change_haircut,
|
265 |
inputs=[input_image, haircut_radio, selected_color],
|
266 |
+
outputs=[output_image, status_text]
|
267 |
+
)
|
268 |
+
|
269 |
+
# Set initial selection
|
270 |
+
demo.load(
|
271 |
+
js="""() => {
|
272 |
+
document.querySelector('#color-Black > button').classList.add('selected');
|
273 |
+
}"""
|
274 |
)
|
275 |
|
276 |
+
# Additional information
|
277 |
+
gr.Markdown(
|
278 |
+
"""
|
279 |
+
### 📚 Hairstyle Categories
|
280 |
+
- **Short Styles**: Pixie Cut, Crew Cut, Undercut, Mohawk
|
281 |
+
- **Medium Styles**: Bob, Lob, Shag, Layered
|
282 |
+
- **Long Styles**: Straight, Wavy, Curly
|
283 |
+
- **Braided Styles**: French Braid, Dutch Braid, Fishtail Braid, Box Braids
|
284 |
+
- **Updo Styles**: Chignon, French Twist, Messy Bun, Top Knot
|
285 |
+
- **Special Styles**: Space Buns, Dreadlocks, Cornrows, Beehive
|
286 |
+
|
287 |
+
### 🎨 Hair Color Categories
|
288 |
+
- **Natural Colors**: Black, Browns, Blonde variations
|
289 |
+
- **Red Tones**: Red, Auburn, Copper, Mahogany, Burgundy
|
290 |
+
- **Cool Tones**: Silver, Ash Blonde, Ash Brown, Titanium
|
291 |
+
- **Fashion Colors**: Blue, Purple, Pink, Green, Rose Gold
|
292 |
+
"""
|
293 |
+
)
|
294 |
|
295 |
# Run the app
|
296 |
if __name__ == "__main__":
|
297 |
# Check API key
|
298 |
if not os.getenv("RAPI_TOKEN"):
|
299 |
+
print("⚠️ Warning: RAPI_TOKEN environment variable not set!")
|
300 |
print("Set it using: export RAPI_TOKEN='your_token'")
|
301 |
|
302 |
demo.launch(
|