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Runtime error
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Update app.py
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app.py
CHANGED
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@@ -5,63 +5,58 @@ import tempfile
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from typing import Optional, Tuple, List
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import gradio as gr
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import spaces
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from PIL import Image
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from gradio_client import Client, handle_file
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from huggingface_hub import login
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# ----------------------------
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# Remote Space (IDM-VTON)
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# ----------------------------
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SPACE = "yisol/IDM-VTON"
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API_NAME = "/tryon"
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# ----------------------------
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#
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# Set these in HF Space Secrets:
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# DEMO_USER=companydemo
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# DEMO_PASS=your-strong-password
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# ----------------------------
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DEMO_USER = os.getenv("DEMO_USER", "").strip()
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DEMO_PASS = os.getenv("DEMO_PASS", "").strip()
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APP_AUTH = (DEMO_USER, DEMO_PASS) if (DEMO_USER and DEMO_PASS) else None
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# ----------------------------
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# Garment catalog
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# ----------------------------
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GARMENT_DIR = "garments"
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ALLOWED_EXTS = (".png", ".jpg", ".jpeg", ".webp")
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def list_garments() -> List[str]:
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try:
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if f.lower().endswith(ALLOWED_EXTS) and not f.startswith(".")
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files.sort()
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return files
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except Exception:
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return []
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# ----------------------------
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# HF
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# ----------------------------
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HF_TOKEN = os.getenv("HF_TOKEN", "")
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print("HF_TOKEN set:", bool(HF_TOKEN), "len:", len(HF_TOKEN) if HF_TOKEN else 0)
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if HF_TOKEN:
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try:
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login(token=HF_TOKEN, add_to_git_credential=False)
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print("HF login: FAILED:", str(e)[:200])
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else:
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print("HF login: skipped (no token in env)")
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# ----------------------------
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# Client caching
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# ----------------------------
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_client: Optional[Client] = None
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def reset_client():
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@@ -69,53 +64,23 @@ def reset_client():
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_client = None
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def get_client() -> Client:
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"""
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gradio_client differs by version. Newer versions support hf_token=...
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Older versions don't. We fallback gracefully.
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"""
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global _client
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if _client is None:
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try:
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_client = Client(SPACE, hf_token=HF_TOKEN) # may raise TypeError on older versions
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else:
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_client = Client(SPACE)
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except TypeError:
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_client = Client(SPACE)
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return _client
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# ----------------------------
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def clamp_int(x, lo, hi):
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try:
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x = int(x)
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except Exception:
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x = lo
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return max(lo, min(hi, x))
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def save_pil_temp(pil_img: Image.Image, suffix: str = ".png") -> str:
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f = tempfile.NamedTemporaryFile(delete=False, suffix=suffix)
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path = f.name
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f.close()
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pil_img.save(path, format="PNG")
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return path
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def load_garment_pil(filename: str) -> Optional[Image.Image]:
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if not filename:
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return None
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path = os.path.join(GARMENT_DIR, filename)
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if not os.path.exists(path):
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return None
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try:
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return Image.open(path).convert("RGB")
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except Exception:
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return None
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# ----------------------------
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#
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# NOTE: this is a global limiter across all users for this Space.
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# For internal demo it's usually enough. Adjust interval as needed.
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# ----------------------------
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_last_call_ts = 0.0
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global _last_call_ts
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now = time.time()
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if now - _last_call_ts < min_interval_sec:
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wait =
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return False, f"⏳
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_last_call_ts = now
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return True, ""
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# ----------------------------
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#
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# ZeroGPU: keep duration LOW to avoid burning quota
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# ----------------------------
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@spaces.GPU(duration=20)
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def tryon_remote(person_pil,
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ok, msg = allow_call(3.0)
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if not ok:
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return None, msg
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if person_pil is None:
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return None, "❌ Загрузите фото человека"
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return None, "❌ Выберите одежду из списка"
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garment_pil = load_garment_pil(garment_filename)
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if garment_pil is None:
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return None, "❌
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denoise_steps = clamp_int(denoise_steps, 10, 40)
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seed = clamp_int(seed, 0, 999999)
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garment_desc = (garment_desc or "").strip()
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if not garment_desc:
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garment_desc = "a photo of a garment"
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p_path = save_pil_temp(person_pil)
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g_path = save_pil_temp(garment_pil)
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try:
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except Exception as e:
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last_err = e
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msg_l = str(e).lower()
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is_timeout = (
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"write operation timed out" in msg_l
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or "read operation timed out" in msg_l
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or "timed out" in msg_l
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)
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is_busy = (
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"too many requests" in msg_l
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or "queue" in msg_l
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or "too busy" in msg_l
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or "overloaded" in msg_l
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or "capacity" in msg_l
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or "zerogpu" in msg_l
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)
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is_expired = "expired zerogpu proxy token" in msg_l or "zerogpu proxy token" in msg_l
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if is_timeout or is_busy or is_expired:
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reset_client()
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time.sleep(4.0 * attempt)
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continue
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time.sleep(1.2 * attempt)
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tail = str(last_err)[:240] if last_err else "unknown error"
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return None, f"❌ Ошибка Space после 6 попыток: {tail}"
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finally:
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for path in (p_path, g_path):
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try:
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os.remove(path)
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except
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pass
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# ----------------------------
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# UI helpers
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# ----------------------------
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def refresh_garments():
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files = list_garments()
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value = files[0] if files else None
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preview = load_garment_pil(value) if value else None
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status = "✅ Каталог обновлён" if files else "⚠️ В папке garments/ пока нет изображений"
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return gr.Dropdown(choices=files, value=value), preview, status
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def on_select_garment(filename: str):
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return load_garment_pil(filename)
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def reset_ui():
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files = list_garments()
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value = files[0] if files else None
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preview = load_garment_pil(value) if value else None
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return None, value, preview, "", "Ожидание...", None
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# ----------------------------
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# UI
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# ----------------------------
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CUSTOM_CSS = """
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footer {display:none !important;}
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#api-info {display:none !important;}
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div[class*="footer"] {display:none !important;}
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button[aria-label="Settings"] {display:none !important;}
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"""
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initial_preview = load_garment_pil(initial_value) if initial_value else None
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with gr.Blocks(title="Virtual Try-On Rendez-vous", css=CUSTOM_CSS) as demo:
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gr.Markdown("# Virtual Try-On Rendez-vous")
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with gr.Row():
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with gr.Column():
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person = gr.Image(label="Фото человека", type="pil", height=420)
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refresh_btn = gr.Button("🔄 Обновить каталог", variant="secondary")
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garment_preview = gr.Image(label="Предпросмотр одежды", type="pil", height=320)
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garment_desc = gr.Textbox(label="Описание одежды (опционально)", value="")
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with gr.Accordion("Настройки", open=False):
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auto_mask = gr.Checkbox(label="Auto-mask (Space)", value=True)
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crop_center = gr.Checkbox(label="Crop по центру", value=True)
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denoise_steps = gr.Slider(10, 40, value=25, step=1, label="Denoise steps")
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seed = gr.Slider(0, 999999, value=42, step=1, label="Seed")
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with gr.Row():
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run = gr.Button("Примерить", variant="primary")
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reset = gr.Button("Сбросить", variant="secondary")
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status = gr.Textbox(value="Ожидание...", interactive=False)
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with gr.Column():
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out = gr.Image(label="Результат", type="pil", height=760)
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outputs=[garment_preview]
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)
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outputs=[garment_selector, garment_preview, status]
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)
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# Run try-on
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run.click(
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fn=tryon_remote,
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inputs=[person,
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outputs=[out, status]
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)
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# Reset UI
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reset.click(
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fn=reset_ui,
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inputs=[],
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outputs=[person, garment_selector, garment_preview, garment_desc, status, out],
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)
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if __name__ == "__main__":
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demo.launch(
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server_name="0.0.0.0",
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server_port=7860,
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ssr_mode=False,
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auth=APP_AUTH, # ✅ login/password gate
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)
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from typing import Optional, Tuple, List
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import gradio as gr
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import spaces
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from PIL import Image
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from gradio_client import Client, handle_file
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from huggingface_hub import login
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SPACE = "yisol/IDM-VTON"
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API_NAME = "/tryon"
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# ----------------------------
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# Auth (from HF Secrets)
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# ----------------------------
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DEMO_USER = os.getenv("DEMO_USER", "").strip()
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DEMO_PASS = os.getenv("DEMO_PASS", "").strip()
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APP_AUTH = (DEMO_USER, DEMO_PASS) if (DEMO_USER and DEMO_PASS) else None
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# ----------------------------
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# Garment catalog
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# ----------------------------
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GARMENT_DIR = "garments"
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ALLOWED_EXTS = (".png", ".jpg", ".jpeg", ".webp")
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def list_garments() -> List[str]:
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try:
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return sorted(
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f for f in os.listdir(GARMENT_DIR)
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if f.lower().endswith(ALLOWED_EXTS) and not f.startswith(".")
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)
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except Exception:
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return []
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def garment_path(filename: str) -> str:
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return os.path.join(GARMENT_DIR, filename)
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def load_garment_pil(filename: str) -> Optional[Image.Image]:
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path = garment_path(filename)
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if os.path.exists(path):
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return Image.open(path).convert("RGB")
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return None
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def build_gallery_items(files: List[str]):
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return [(garment_path(f), "") for f in files]
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# ----------------------------
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# HF login (optional)
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# ----------------------------
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HF_TOKEN = os.getenv("HF_TOKEN", "")
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if HF_TOKEN:
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try:
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login(token=HF_TOKEN, add_to_git_credential=False)
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except:
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pass
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_client: Optional[Client] = None
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def reset_client():
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_client = None
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def get_client() -> Client:
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global _client
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if _client is None:
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try:
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_client = Client(SPACE)
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except TypeError:
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_client = Client(SPACE)
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return _client
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def save_pil_temp(pil_img: Image.Image) -> str:
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f = tempfile.NamedTemporaryFile(delete=False, suffix=".png")
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path = f.name
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f.close()
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pil_img.save(path, format="PNG")
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return path
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# ----------------------------
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# Rate limit
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# ----------------------------
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_last_call_ts = 0.0
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global _last_call_ts
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now = time.time()
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if now - _last_call_ts < min_interval_sec:
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wait = min_interval_sec - (now - _last_call_ts)
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return False, f"⏳ Подождите {wait:.1f} сек."
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_last_call_ts = now
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return True, ""
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# ----------------------------
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# Try-on
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# ----------------------------
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@spaces.GPU(duration=20)
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def tryon_remote(person_pil, selected_filename):
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ok, msg = allow_call(3.0)
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if not ok:
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return None, msg
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if person_pil is None:
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return None, "❌ Загрузите фото человека"
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if not selected_filename:
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| 108 |
+
return None, "❌ Выберите одежду"
|
| 109 |
|
| 110 |
+
garment_pil = load_garment_pil(selected_filename)
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|
| 111 |
if garment_pil is None:
|
| 112 |
+
return None, "❌ Ошибка загрузки одежды"
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|
| 113 |
|
| 114 |
p_path = save_pil_temp(person_pil)
|
| 115 |
g_path = save_pil_temp(garment_pil)
|
| 116 |
|
| 117 |
try:
|
| 118 |
+
client = get_client()
|
| 119 |
|
| 120 |
+
result = client.predict(
|
| 121 |
+
dict={"background": handle_file(p_path), "layers": [], "composite": None},
|
| 122 |
+
garm_img=handle_file(g_path),
|
| 123 |
+
garment_des="a photo of a garment",
|
| 124 |
+
is_checked=True,
|
| 125 |
+
is_checked_crop=True,
|
| 126 |
+
denoise_steps=25,
|
| 127 |
+
seed=42,
|
| 128 |
+
api_name=API_NAME,
|
| 129 |
+
)
|
| 130 |
+
|
| 131 |
+
if isinstance(result, (list, tuple)):
|
| 132 |
+
result = result[0]
|
| 133 |
+
|
| 134 |
+
out = Image.open(result).convert("RGB")
|
| 135 |
+
return out, "✅ Готово"
|
| 136 |
+
|
| 137 |
+
except Exception as e:
|
| 138 |
+
reset_client()
|
| 139 |
+
return None, f"❌ Ошибка: {str(e)[:200]}"
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|
| 140 |
|
| 141 |
finally:
|
| 142 |
for path in (p_path, g_path):
|
| 143 |
try:
|
| 144 |
os.remove(path)
|
| 145 |
+
except:
|
| 146 |
pass
|
| 147 |
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|
| 148 |
# ----------------------------
|
| 149 |
# UI
|
| 150 |
# ----------------------------
|
| 151 |
CUSTOM_CSS = """
|
| 152 |
footer {display:none !important;}
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|
| 153 |
"""
|
| 154 |
|
| 155 |
+
files = list_garments()
|
| 156 |
+
items = build_gallery_items(files)
|
|
|
|
| 157 |
|
| 158 |
with gr.Blocks(title="Virtual Try-On Rendez-vous", css=CUSTOM_CSS) as demo:
|
| 159 |
gr.Markdown("# Virtual Try-On Rendez-vous")
|
| 160 |
|
| 161 |
+
selected_state = gr.State(None)
|
| 162 |
+
|
| 163 |
with gr.Row():
|
| 164 |
with gr.Column():
|
| 165 |
person = gr.Image(label="Фото человека", type="pil", height=420)
|
| 166 |
|
| 167 |
+
garment_gallery = gr.Gallery(
|
| 168 |
+
label="Выберите одежду",
|
| 169 |
+
value=items,
|
| 170 |
+
columns=4,
|
| 171 |
+
height=300
|
| 172 |
+
)
|
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|
| 173 |
|
| 174 |
+
run = gr.Button("Примерить", variant="primary")
|
| 175 |
status = gr.Textbox(value="Ожидание...", interactive=False)
|
| 176 |
|
| 177 |
with gr.Column():
|
| 178 |
out = gr.Image(label="Результат", type="pil", height=760)
|
| 179 |
|
| 180 |
+
def on_select(files, evt: gr.SelectData):
|
| 181 |
+
if not files:
|
| 182 |
+
return None
|
| 183 |
+
return files[evt.index]
|
|
|
|
|
|
|
| 184 |
|
| 185 |
+
garment_gallery.select(
|
| 186 |
+
fn=on_select,
|
| 187 |
+
inputs=[gr.State(files)],
|
| 188 |
+
outputs=[selected_state]
|
|
|
|
| 189 |
)
|
| 190 |
|
|
|
|
| 191 |
run.click(
|
| 192 |
fn=tryon_remote,
|
| 193 |
+
inputs=[person, selected_state],
|
| 194 |
+
outputs=[out, status]
|
|
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|
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|
|
|
| 195 |
)
|
| 196 |
|
| 197 |
if __name__ == "__main__":
|
| 198 |
demo.launch(
|
| 199 |
server_name="0.0.0.0",
|
| 200 |
server_port=7860,
|
| 201 |
+
auth=APP_AUTH,
|
| 202 |
+
share=False
|
|
|
|
|
|
|
| 203 |
)
|