Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -12,6 +12,44 @@ import copy
|
|
12 |
import random
|
13 |
import time
|
14 |
from transformers import pipeline
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
|
16 |
# ๋ฒ์ญ ๋ชจ๋ธ ์ด๊ธฐํ
|
17 |
translator = pipeline("translation", model="Helsinki-NLP/opus-mt-ko-en")
|
@@ -143,7 +181,10 @@ def run_lora(prompt, cfg_scale, steps, selected_index, randomize_seed, seed, wid
|
|
143 |
final_image = image
|
144 |
progress_bar = f'<div class="progress-container"><div class="progress-bar" style="--current: {step_counter}; --total: {steps};"></div></div>'
|
145 |
yield image, seed, gr.update(value=progress_bar, visible=True), original_prompt, english_prompt
|
146 |
-
|
|
|
|
|
|
|
147 |
yield final_image, seed, gr.update(value=progress_bar, visible=False), original_prompt, english_prompt
|
148 |
|
149 |
|
@@ -222,6 +263,7 @@ def add_custom_lora(custom_lora):
|
|
222 |
def remove_custom_lora():
|
223 |
return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
|
224 |
|
|
|
225 |
run_lora.zerogpu = True
|
226 |
|
227 |
css = """
|
@@ -230,52 +272,70 @@ footer {
|
|
230 |
}
|
231 |
"""
|
232 |
|
|
|
|
|
|
|
|
|
|
|
|
|
233 |
|
234 |
with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css) as app:
|
235 |
|
236 |
selected_index = gr.State(None)
|
237 |
-
|
238 |
-
|
239 |
-
|
240 |
-
|
241 |
-
|
242 |
-
|
243 |
-
|
244 |
-
|
245 |
-
|
246 |
-
|
247 |
-
|
248 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
249 |
columns=3,
|
250 |
-
|
|
|
251 |
)
|
252 |
-
|
253 |
-
custom_lora = gr.Textbox(label="์ปค์คํ
LoRA", info="LoRA Hugging Face ๊ฒฝ๋ก", placeholder="multimodalart/vintage-ads-flux")
|
254 |
-
gr.Markdown("[FLUX LoRA ๋ชฉ๋ก ํ์ธ](https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev)", elem_id="lora_list")
|
255 |
-
custom_lora_info = gr.HTML(visible=False)
|
256 |
-
custom_lora_button = gr.Button("์ปค์คํ
LoRA ์ ๊ฑฐ", visible=False)
|
257 |
-
with gr.Column():
|
258 |
-
progress_bar = gr.Markdown(elem_id="progress",visible=False)
|
259 |
-
result = gr.Image(label="์์ฑ๋ ์ด๋ฏธ์ง")
|
260 |
-
original_prompt_display = gr.Textbox(label="์๋ณธ ํ๋กฌํํธ")
|
261 |
-
english_prompt_display = gr.Textbox(label="์์ด ํ๋กฌํํธ")
|
262 |
-
|
263 |
-
with gr.Row():
|
264 |
-
with gr.Accordion("๊ณ ๊ธ ์ค์ ", open=False):
|
265 |
-
with gr.Column():
|
266 |
-
with gr.Row():
|
267 |
-
cfg_scale = gr.Slider(label="CFG ์ค์ผ์ผ", minimum=1, maximum=20, step=0.5, value=3.5)
|
268 |
-
steps = gr.Slider(label="์คํ
", minimum=1, maximum=50, step=1, value=28)
|
269 |
-
|
270 |
-
with gr.Row():
|
271 |
-
width = gr.Slider(label="๋๋น", minimum=256, maximum=1536, step=64, value=1024)
|
272 |
-
height = gr.Slider(label="๋์ด", minimum=256, maximum=1536, step=64, value=1024)
|
273 |
-
|
274 |
-
with gr.Row():
|
275 |
-
randomize_seed = gr.Checkbox(True, label="์๋ ๋ฌด์์ํ")
|
276 |
-
seed = gr.Slider(label="์๋", minimum=0, maximum=MAX_SEED, step=1, value=0, randomize=True)
|
277 |
-
lora_scale = gr.Slider(label="LoRA ์ค์ผ์ผ", minimum=0, maximum=3, step=0.01, value=0.95)
|
278 |
-
|
279 |
|
280 |
gallery.select(
|
281 |
update_selection,
|
@@ -299,5 +359,10 @@ with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css) as app:
|
|
299 |
outputs=[result, seed, progress_bar, original_prompt_display, english_prompt_display]
|
300 |
)
|
301 |
|
|
|
|
|
|
|
|
|
|
|
302 |
app.queue()
|
303 |
app.launch()
|
|
|
12 |
import random
|
13 |
import time
|
14 |
from transformers import pipeline
|
15 |
+
import sqlite3
|
16 |
+
from datetime import datetime
|
17 |
+
|
18 |
+
# ๋ฐ์ดํฐ๋ฒ ์ด์ค ์ด๊ธฐํ
|
19 |
+
def init_db():
|
20 |
+
conn = sqlite3.connect('gallery.db')
|
21 |
+
c = conn.cursor()
|
22 |
+
c.execute('''CREATE TABLE IF NOT EXISTS images
|
23 |
+
(id INTEGER PRIMARY KEY AUTOINCREMENT,
|
24 |
+
model_name TEXT,
|
25 |
+
prompt TEXT,
|
26 |
+
image_path TEXT,
|
27 |
+
created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP)''')
|
28 |
+
conn.commit()
|
29 |
+
conn.close()
|
30 |
+
|
31 |
+
# ์ด๋ฏธ์ง ์ ์ฅ ํจ์
|
32 |
+
def save_image(image, model_name, prompt):
|
33 |
+
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
34 |
+
filename = f"gallery_{timestamp}.png"
|
35 |
+
image.save(os.path.join("gallery", filename))
|
36 |
+
|
37 |
+
conn = sqlite3.connect('gallery.db')
|
38 |
+
c = conn.cursor()
|
39 |
+
c.execute("INSERT INTO images (model_name, prompt, image_path) VALUES (?, ?, ?)",
|
40 |
+
(model_name, prompt, filename))
|
41 |
+
conn.commit()
|
42 |
+
conn.close()
|
43 |
+
|
44 |
+
# ๊ฐค๋ฌ๋ฆฌ ์ด๋ฏธ์ง ๋ก๋ ํจ์
|
45 |
+
def load_gallery_images():
|
46 |
+
conn = sqlite3.connect('gallery.db')
|
47 |
+
c = conn.cursor()
|
48 |
+
c.execute("SELECT model_name, prompt, image_path FROM images ORDER BY created_at DESC")
|
49 |
+
rows = c.fetchall()
|
50 |
+
conn.close()
|
51 |
+
|
52 |
+
return [(os.path.join("gallery", row[2]), f"{row[0]}: {row[1]}") for row in rows]
|
53 |
|
54 |
# ๋ฒ์ญ ๋ชจ๋ธ ์ด๊ธฐํ
|
55 |
translator = pipeline("translation", model="Helsinki-NLP/opus-mt-ko-en")
|
|
|
181 |
final_image = image
|
182 |
progress_bar = f'<div class="progress-container"><div class="progress-bar" style="--current: {step_counter}; --total: {steps};"></div></div>'
|
183 |
yield image, seed, gr.update(value=progress_bar, visible=True), original_prompt, english_prompt
|
184 |
+
|
185 |
+
# ๊ฐค๋ฌ๋ฆฌ์ ์ด๋ฏธ์ง ์ ์ฅ
|
186 |
+
save_image(final_image, selected_lora['title'], original_prompt)
|
187 |
+
|
188 |
yield final_image, seed, gr.update(value=progress_bar, visible=False), original_prompt, english_prompt
|
189 |
|
190 |
|
|
|
263 |
def remove_custom_lora():
|
264 |
return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
|
265 |
|
266 |
+
|
267 |
run_lora.zerogpu = True
|
268 |
|
269 |
css = """
|
|
|
272 |
}
|
273 |
"""
|
274 |
|
275 |
+
# ๊ฐค๋ฌ๋ฆฌ ๋๋ ํ ๋ฆฌ ์์ฑ
|
276 |
+
if not os.path.exists('gallery'):
|
277 |
+
os.makedirs('gallery')
|
278 |
+
|
279 |
+
# ๋ฐ์ดํฐ๋ฒ ์ด์ค ์ด๊ธฐํ
|
280 |
+
init_db()
|
281 |
|
282 |
with gr.Blocks(theme="Nymbo/Nymbo_Theme", css=css) as app:
|
283 |
|
284 |
selected_index = gr.State(None)
|
285 |
+
|
286 |
+
with gr.Tabs():
|
287 |
+
with gr.TabItem("์์ฑ"):
|
288 |
+
with gr.Row():
|
289 |
+
with gr.Column(scale=3):
|
290 |
+
prompt = gr.Textbox(label="ํ๋กฌํํธ", lines=1, placeholder="LoRA๋ฅผ ์ ํํ ํ ํ๋กฌํํธ๋ฅผ ์
๋ ฅํ์ธ์ (ํ๊ธ ๋๋ ์์ด)")
|
291 |
+
with gr.Column(scale=1, elem_id="gen_column"):
|
292 |
+
generate_button = gr.Button("์์ฑ", variant="primary", elem_id="gen_btn")
|
293 |
+
with gr.Row():
|
294 |
+
with gr.Column():
|
295 |
+
selected_info = gr.Markdown("")
|
296 |
+
gallery = gr.Gallery(
|
297 |
+
[(item["image"], item["title"]) for item in loras],
|
298 |
+
label="LoRA ๊ฐค๋ฌ๋ฆฌ",
|
299 |
+
allow_preview=False,
|
300 |
+
columns=3,
|
301 |
+
elem_id="gallery"
|
302 |
+
)
|
303 |
+
with gr.Group():
|
304 |
+
custom_lora = gr.Textbox(label="์ปค์คํ
LoRA", info="LoRA Hugging Face ๊ฒฝ๋ก", placeholder="multimodalart/vintage-ads-flux")
|
305 |
+
gr.Markdown("[FLUX LoRA ๋ชฉ๋ก ํ์ธ](https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev)", elem_id="lora_list")
|
306 |
+
custom_lora_info = gr.HTML(visible=False)
|
307 |
+
custom_lora_button = gr.Button("์ปค์คํ
LoRA ์ ๊ฑฐ", visible=False)
|
308 |
+
with gr.Column():
|
309 |
+
progress_bar = gr.Markdown(elem_id="progress",visible=False)
|
310 |
+
result = gr.Image(label="์์ฑ๋ ์ด๋ฏธ์ง")
|
311 |
+
original_prompt_display = gr.Textbox(label="์๋ณธ ํ๋กฌํํธ")
|
312 |
+
english_prompt_display = gr.Textbox(label="์์ด ํ๋กฌํํธ")
|
313 |
+
|
314 |
+
with gr.Row():
|
315 |
+
with gr.Accordion("๊ณ ๊ธ ์ค์ ", open=False):
|
316 |
+
with gr.Column():
|
317 |
+
with gr.Row():
|
318 |
+
cfg_scale = gr.Slider(label="CFG ์ค์ผ์ผ", minimum=1, maximum=20, step=0.5, value=3.5)
|
319 |
+
steps = gr.Slider(label="์คํ
", minimum=1, maximum=50, step=1, value=28)
|
320 |
+
|
321 |
+
with gr.Row():
|
322 |
+
width = gr.Slider(label="๋๋น", minimum=256, maximum=1536, step=64, value=1024)
|
323 |
+
height = gr.Slider(label="๋์ด", minimum=256, maximum=1536, step=64, value=1024)
|
324 |
+
|
325 |
+
with gr.Row():
|
326 |
+
randomize_seed = gr.Checkbox(True, label="์๋ ๋ฌด์์ํ")
|
327 |
+
seed = gr.Slider(label="์๋", minimum=0, maximum=MAX_SEED, step=1, value=0, randomize=True)
|
328 |
+
lora_scale = gr.Slider(label="LoRA ์ค์ผ์ผ", minimum=0, maximum=3, step=0.01, value=0.95)
|
329 |
+
|
330 |
+
with gr.TabItem("๊ฐค๋ฌ๋ฆฌ"):
|
331 |
+
gallery_images = gr.Gallery(
|
332 |
+
load_gallery_images(),
|
333 |
+
label="์์ฑ๋ ์ด๋ฏธ์ง ๊ฐค๋ฌ๋ฆฌ",
|
334 |
columns=3,
|
335 |
+
rows=3,
|
336 |
+
height="auto"
|
337 |
)
|
338 |
+
refresh_button = gr.Button("๊ฐค๋ฌ๋ฆฌ ์๋ก๊ณ ์นจ")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
339 |
|
340 |
gallery.select(
|
341 |
update_selection,
|
|
|
359 |
outputs=[result, seed, progress_bar, original_prompt_display, english_prompt_display]
|
360 |
)
|
361 |
|
362 |
+
refresh_button.click(
|
363 |
+
lambda: gr.update(value=load_gallery_images()),
|
364 |
+
outputs=[gallery_images]
|
365 |
+
)
|
366 |
+
|
367 |
app.queue()
|
368 |
app.launch()
|