webtoon-gen

Sleeping

App Files Files Community

openfree commited on Jul 22

Commit

aaaf581

verified ·

1 Parent(s): 17c2454

Update app.py

Browse files

Files changed (1) hide show

app.py +547 -483

app.py CHANGED Viewed

@@ -1,498 +1,562 @@
-import os
-import gc
-import uuid
-import random
-import tempfile
-import time
-from datetime import datetime
-from typing import Any
-from huggingface_hub import login, hf_hub_download
-import spaces
-import gradio as gr
-import numpy as np
-import torch
-from PIL import Image, ImageDraw, ImageFont
-from diffusers import FluxPipeline
-from transformers import pipeline
-# 메모리 정리 함수
-def clear_memory():
-    gc.collect()
-    try:
-        if torch.cuda.is_available():
-            with torch.cuda.device(0):
-                torch.cuda.empty_cache()
-    except:
-        pass
-# GPU 설정
-device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
-if torch.cuda.is_available():
-    try:
-        with torch.cuda.device(0):
-            torch.cuda.empty_cache()
-            torch.backends.cudnn.benchmark = True
-            torch.backends.cuda.matmul.allow_tf32 = True
-    except:
-        print("Warning: Could not configure CUDA settings")
-# HF 토큰 설정
-HF_TOKEN = os.getenv("HF_TOKEN")
-if HF_TOKEN is None:
-    raise ValueError("Please set the HF_TOKEN environment variable")
-try:
-    login(token=HF_TOKEN)
-except Exception as e:
-    raise ValueError(f"Failed to login to Hugging Face: {str(e)}")
-translator = pipeline("translation", model="Helsinki-NLP/opus-mt-ko-en", device=-1)  # CPU에서 실행
-def translate_to_english(text: str) -> str:
-    """한글 텍스트를 영어로 번역"""
-    try:
-        if any(ord('가') <= ord(char) <= ord('힣') for char in text):
-            translated = translator(text, max_length=128)[0]['translation_text']
-            print(f"Translated '{text}' to '{translated}'")
-            return translated
-        return text
-    except Exception as e:
-        print(f"Translation error: {str(e)}")
-        return text
-# FLUX 파이프라인 초기화 부분 수정
-print("Initializing FLUX pipeline...")
-try:
-    pipe = FluxPipeline.from_pretrained(
-        "black-forest-labs/FLUX.1-dev",
-        torch_dtype=torch.float16,
-        use_auth_token=HF_TOKEN
-    )
-    print("FLUX pipeline initialized successfully")
-    # 메모리 최적화 설정
-    pipe.enable_attention_slicing(slice_size=1)
-    # GPU 설정
-    if torch.cuda.is_available():
-        pipe = pipe.to("cuda:0")
-        torch.cuda.empty_cache()
-        torch.backends.cudnn.benchmark = True
-        torch.backends.cuda.matmul.allow_tf32 = True
-    print("Pipeline optimization settings applied")
-except Exception as e:
-    print(f"Error initializing FLUX pipeline: {str(e)}")
-    raise
-# LoRA 가중치 로드 부분 수정
-print("Loading LoRA weights...")
-try:
-    # 로컬 LoRA 파일의 절대 경로 확인
-    current_dir = os.path.dirname(os.path.abspath(__file__))
-    lora_path = os.path.join(current_dir, "myt-flux-fantasy.safetensors")
-    if not os.path.exists(lora_path):
-        raise FileNotFoundError(f"LoRA file not found at: {lora_path}")
-    print(f"Loading LoRA weights from: {lora_path}")
-    # LoRA 가중치 로드
-    pipe.load_lora_weights(lora_path)
-    pipe.fuse_lora(lora_scale=0.75)  # lora_scale 값 조정
-    # 메모리 정리
-    torch.cuda.empty_cache()
-    gc.collect()
-    print("LoRA weights loaded and fused successfully")
-    print(f"Current device: {pipe.device}")
-except Exception as e:
-    print(f"Error loading LoRA weights: {str(e)}")
-    print(f"Full error details: {repr(e)}")
-    raise ValueError(f"Failed to load LoRA weights: {str(e)}")
-@spaces.GPU(duration=60)
-def generate_image(
-    prompt: str,
-    seed: int,
-    randomize_seed: bool,
-    width: int,
-    height: int,
-    guidance_scale: float,
-    num_inference_steps: int,
-    progress: gr.Progress = gr.Progress()
-):
-    try:
-        clear_memory()
-        translated_prompt = translate_to_english(prompt)
-        print(f"Processing prompt: {translated_prompt}")
-        if randomize_seed:
-            seed = random.randint(0, MAX_SEED)
-        generator = torch.Generator(device=device).manual_seed(seed)
-        print(f"Current device: {pipe.device}")
-        print(f"Starting image generation...")
-        with torch.inference_mode(), torch.cuda.amp.autocast(enabled=True):
-            image = pipe(
-                prompt=translated_prompt,
-                width=width,
-                height=height,
-                num_inference_steps=num_inference_steps,
-                guidance_scale=guidance_scale,
-                generator=generator,
-                num_images_per_prompt=1,
-            ).images[0]
-        filepath = save_generated_image(image, translated_prompt)
-        print(f"Image generated and saved to: {filepath}")
-        return image, seed
-    except Exception as e:
-        print(f"Generation error: {str(e)}")
-        print(f"Full error details: {repr(e)}")
-        raise gr.Error(f"Image generation failed: {str(e)}")
-    finally:
-        clear_memory()
-# 저장 디렉토리 설정
-SAVE_DIR = "saved_images"
-if not os.path.exists(SAVE_DIR):
-    os.makedirs(SAVE_DIR, exist_ok=True)
-MAX_SEED = np.iinfo(np.int32).max
-MAX_IMAGE_SIZE = 1024
-def save_generated_image(image, prompt):
-    timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
-    unique_id = str(uuid.uuid4())[:8]
-    filename = f"{timestamp}_{unique_id}.png"
-    filepath = os.path.join(SAVE_DIR, filename)
-    image.save(filepath)
-    return filepath
-def add_text_with_stroke(draw, text, x, y, font, text_color, stroke_width):
-    """텍스트에 외곽선을 추가하는 함수"""
-    for adj_x in range(-stroke_width, stroke_width + 1):
-        for adj_y in range(-stroke_width, stroke_width + 1):
-            draw.text((x + adj_x, y + adj_y), text, font=font, fill=text_color)
-def add_text_to_image(
-    input_image,
-    text,
-    font_size,
-    color,
-    opacity,
-    x_position,
-    y_position,
-    thickness,
-    text_position_type,
-    font_choice
-):
-    try:
-        if input_image is None or text.strip() == "":
-            return input_image
-        if not isinstance(input_image, Image.Image):
-            if isinstance(input_image, np.ndarray):
-                image = Image.fromarray(input_image)
-            else:
-                raise ValueError("Unsupported image type")
-        else:
-            image = input_image.copy()
-        if image.mode != 'RGBA':
-            image = image.convert('RGBA')
-        font_files = {
-            "Default": "DejaVuSans.ttf",
-            "Korean Regular": "ko-Regular.ttf"
-        }
-        try:
-            font_file = font_files.get(font_choice, "DejaVuSans.ttf")
-            font = ImageFont.truetype(font_file, int(font_size))
-        except Exception as e:
-            print(f"Font loading error ({font_choice}): {str(e)}")
-            font = ImageFont.load_default()
-        color_map = {
-            'White': (255, 255, 255),
-            'Black': (0, 0, 0),
-            'Red': (255, 0, 0),
-            'Green': (0, 255, 0),
-            'Blue': (0, 0, 255),
-            'Yellow': (255, 255, 0),
-            'Purple': (128, 0, 128)
-        }
-        rgb_color = color_map.get(color, (255, 255, 255))
-        temp_draw = ImageDraw.Draw(image)
-        text_bbox = temp_draw.textbbox((0, 0), text, font=font)
-        text_width = text_bbox[2] - text_bbox[0]
-        text_height = text_bbox[3] - text_bbox[1]
-        actual_x = int((image.width - text_width) * (x_position / 100))
-        actual_y = int((image.height - text_height) * (y_position / 100))
-        text_color = (*rgb_color, int(opacity))
-        txt_overlay = Image.new('RGBA', image.size, (255, 255, 255, 0))
-        draw = ImageDraw.Draw(txt_overlay)
-        add_text_with_stroke(
-            draw,
-            text,
-            actual_x,
-            actual_y,
-            font,
-            text_color,
-            int(thickness)
-        )
-        output_image = Image.alpha_composite(image, txt_overlay)
-        output_image = output_image.convert('RGB')
-        return output_image
-    except Exception as e:
-        print(f"Error in add_text_to_image: {str(e)}")
-        return input_image
-css = """
-footer {display: none}
-.main-title {
-    text-align: center;
-    margin: 1em 0;
-    padding: 1.5em;
-    background: linear-gradient(135deg, #f5f7fa 0%, #c3cfe2 100%);
-    border-radius: 15px;
-    box-shadow: 0 4px 6px rgba(0,0,0,0.1);
 }
-.main-title h1 {
-    color: #2196F3;
-    font-size: 2.8em;
-    margin-bottom: 0.3em;
-    font-weight: 700;
-}
-.main-title p {
-    color: #555;
-    font-size: 1.3em;
-    line-height: 1.4;
-}
-.container {
-    max-width: 1200px;
-    margin: auto;
-    padding: 20px;
-}
-.input-panel, .output-panel {
-    background: white;
-    padding: 1.5em;
-    border-radius: 12px;
-    box-shadow: 0 2px 8px rgba(0,0,0,0.08);
-    margin-bottom: 1em;
-}
-"""
-import requests
-def enhance_prompt(prompt: str) -> str:
-    """프롬프트를 애니메이션 스타일로 증강"""
-    try:
-        # 기본 품질 향상 프롬프트 추가
-        enhancements = [
-            "masterpiece, best quality, highly detailed",
-            "anime style, animation style",
-            "vibrant colors, perfect lighting",
-            "professional composition",
-            "dynamic pose, expressive features",
-            "detailed background, perfect shadows",
-            "[trigger]"
-        ]
-        # 애니메이션 스타일 프롬프트 변환
-        anime_style_prompt = f"an animated {prompt}, detailed anime art style"
-        # 최종 프롬프트 구성
-        final_prompt = f"{anime_style_prompt}, {', '.join(enhancements)}"
-        print(f"Enhanced prompt: {final_prompt}")
-        return final_prompt
-    except Exception as e:
-        print(f"Prompt enhancement failed: {str(e)}")
-        return prompt
-# 기존의 pipeline 초기화 부분 제거
-# try:
-#     prompt_enhancer = pipeline(...)
-# except Exception as e:
-#     print(f"Error initializing prompt enhancer: {str(e)}")
-#     prompt_enhancer = None
-with gr.Blocks(theme=gr.themes.Soft(), css=css) as demo:
-    gr.HTML("""
-        <div class="main-title">
-            <h1>🎨 Webtoon Studio</h1>
-            <p>Generate webtoon-style images and add text with various styles and positions.</p>
-        </div>
-    """)
-    with gr.Row():
-        with gr.Column(scale=1):
-            gen_prompt = gr.Textbox(
-                label="Generation Prompt",
-                placeholder="Enter your image generation prompt..."
-            )
-            enhance_btn = gr.Button("✨ Enhance Prompt", variant="secondary")
-            with gr.Row():
-                gen_width = gr.Slider(512, 1024, 768, step=64, label="Width")
-                gen_height = gr.Slider(512, 1024, 768, step=64, label="Height")
-            with gr.Row():
-                guidance_scale = gr.Slider(1, 20, 7.5, step=0.5, label="Guidance Scale")
-                num_steps = gr.Slider(1, 50, 30, step=1, label="Number of Steps")
-            with gr.Row():
-                seed = gr.Number(label="Seed", value=-1)
-                randomize_seed = gr.Checkbox(label="Randomize Seed", value=True)
-            generate_btn = gr.Button("Generate Image", variant="primary")
-            output_image = gr.Image(
-                label="Generated Image",
-                type="pil",
-                show_download_button=True
-            )
-            output_seed = gr.Number(label="Used Seed", interactive=False)
-            # 텍스트 추가 섹션
-            with gr.Accordion("Text Options", open=False):
-                text_input = gr.Textbox(
-                    label="Text Content",
-                    placeholder="Enter text to add..."
-                )
-                text_position_type = gr.Radio(
-                    choices=["Text Over Image"],
-                    value="Text Over Image",
-                    label="Text Position",
-                    visible=True
-                )
-                with gr.Row():
-                    font_choice = gr.Dropdown(
-                        choices=["Default", "Korean Regular"],
-                        value="Default",
-                        label="Font Selection",
-                        interactive=True
-                    )
-                    font_size = gr.Slider(
-                        minimum=10,
-                        maximum=200,
-                        value=40,
-                        step=5,
-                        label="Font Size"
-                    )
-                with gr.Row():
-                    color_dropdown = gr.Dropdown(
-                        choices=["White", "Black", "Red", "Green", "Blue", "Yellow", "Purple"],
-                        value="White",
-                        label="Text Color"
-                    )
-                    thickness = gr.Slider(
-                        minimum=0,
-                        maximum=10,
-                        value=1,
-                        step=1,
-                        label="Text Thickness"
-                    )
-                with gr.Row():
-                    opacity_slider = gr.Slider(
-                        minimum=0,
-                        maximum=255,
-                        value=255,
-                        step=1,
-                        label="Opacity"
-                    )
-                with gr.Row():
-                    x_position = gr.Slider(
-                        minimum=0,
-                        maximum=100,
-                        value=50,
-                        step=1,
-                        label="Left(0%)~Right(100%)"
-                    )
-                    y_position = gr.Slider(
-                        minimum=0,
-                        maximum=100,
-                        value=50,
-                        step=1,
-                        label="High(0%)~Low(100%)"
-                    )
-                add_text_btn = gr.Button("Apply Text", variant="primary")
-    # 이벤트 바인딩
-    generate_btn.click(
-        fn=generate_image,
-        inputs=[
-            gen_prompt,
-            seed,
-            randomize_seed,
-            gen_width,
-            gen_height,
-            guidance_scale,
-            num_steps,
-        ],
-        outputs=[output_image, output_seed]
-    )
-    add_text_btn.click(
-        fn=add_text_to_image,
-        inputs=[
-            output_image,
-            text_input,
-            font_size,
-            color_dropdown,
-            opacity_slider,
-            x_position,
-            y_position,
-            thickness,
-            text_position_type,
-            font_choice
-        ],
-        outputs=output_image
-    )
-    # 이벤트 바인딩 추가
-    def update_prompt(prompt):
-        enhanced = enhance_prompt(prompt)
-        return enhanced
-    enhance_btn.click(
-        fn=update_prompt,
-        inputs=[gen_prompt],
-        outputs=[gen_prompt]
-    )
-demo.queue(max_size=5)
-demo.launch(
-    server_name="0.0.0.0",
-    server_port=7860,
-    share=False,
-    max_threads=2
-)

+from flask import Flask, render_template, request, jsonify
+import os, re, json
+app = Flask(__name__)
+# ────────────────────────── 1. CONFIGURATION ──────────────────────────
+# Domains that commonly block iframes
+BLOCKED_DOMAINS = [
+    "naver.com", "daum.net", "google.com",
+    "facebook.com", "instagram.com", "kakao.com",
+    "ycombinator.com"
+]
+# ────────────────────────── 2. CURATED CATEGORIES ──────────────────────────
+CATEGORIES = {
+    "Popular": [
+        "https://huggingface.co/spaces/openfree/AGI-Screenplay",
+        "https://huggingface.co/spaces/openfree/AGI-WebNovel",
+        "https://huggingface.co/spaces/openfree/AGI-NOVEL",
+        "https://huggingface.co/spaces/fantaxy/AGI-LEADERBOARD",
+        "https://cutechicken-3d-airforce-simulator.static.hf.space",
+        "https://huggingface.co/spaces/ginipick/Private-AI",
+        "https://huggingface.co/spaces/fantaxy/ofai-flx-logo",
+        "https://huggingface.co/spaces/aiqtech/FLUX-Ghibli-Studio-LoRA",
+        "https://huggingface.co/spaces/seawolf2357/REALVISXL-V5",
+        "https://huggingface.co/spaces/fantos/flx8lora",
+        "https://huggingface.co/spaces/ginipick/Realtime-FLUX",
+        "https://huggingface.co/spaces/fantaxy/flx-pulid",
+        "https://huggingface.co/spaces/ginipick/FLUX-Prompt-Generator",
+        "https://huggingface.co/spaces/aiqtech/kofaceid",
+        "https://huggingface.co/spaces/aiqtech/flxgif",
+        "https://huggingface.co/spaces/fantos/flxfashmodel",
+        "https://huggingface.co/spaces/fantos/flxcontrol",
+        "https://huggingface.co/spaces/fantos/textcutobject",
+        "https://huggingface.co/spaces/seawolf2357/flxloraexp",
+        "https://huggingface.co/spaces/fantaxy/flxloraexp",
+        "https://huggingface.co/spaces/aiqtech/imaginpaint",
+        "https://huggingface.co/spaces/ginipick/FLUXllama",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored",
+        "https://huggingface.co/spaces/fantaxy/flx-upscale",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video",
+        "https://huggingface.co/spaces/fantos/VoiceClone",
+        "https://huggingface.co/spaces/fantaxy/Rolls-Royce",
+        "https://huggingface.co/spaces/aiqtech/FLUX-military",
+        "https://huggingface.co/spaces/fantaxy/FLUX-Animations",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video2",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-photo",
+        "https://huggingface.co/spaces/ginipick/Time-Stream",
+        "https://huggingface.co/spaces/seawolf2357/sd-prompt-gen",
+        "https://huggingface.co/spaces/openfree/MagicFace-V3",
+        "https://huggingface.co/spaces/Heartsync/adult",
+        "https://huggingface.co/spaces/Heartsync/wan2-1-fast-security",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-REAL",
+        "https://huggingface.co/spaces/seawolf2357/img2vid",
+        "https://huggingface.co/spaces/openfree/image-to-vector",
+        "https://huggingface.co/spaces/openfree/DreamO-video",
+        "https://huggingface.co/spaces/VIDraft/FramePack_rotate_landscape",
+        "https://huggingface.co/spaces/fantaxy/Sound-AI-SFX",
+        "https://huggingface.co/spaces/ginigen/VoiceClone-TTS",
+        "https://huggingface.co/spaces/Heartsync/FREE-NSFW-HUB",
+        "https://huggingface.co/spaces/Heartsync/NSFW-image",
+        "https://huggingface.co/spaces/Heartsync/NSFW-detection",
+        "https://huggingface.co/spaces/Heartsync/VEO3-RealTime",
+        "https://huggingface.co/spaces/ginigen/VEO3-Free",
+        "https://huggingface.co/spaces/ginigen/FLUX-Text-Tree-Image",
+        "https://huggingface.co/spaces/ginigen/text3d-r1",
+        "https://huggingface.co/spaces/VIDraft/stable-diffusion-3.5-large-turboX",
+    ],
+    "BEST": [
+        "https://huggingface.co/spaces/MaziyarPanahi/FACTS-Leaderboard",
+        "https://huggingface.co/spaces/ginigen/Flux-Kontext-Style",
+        "https://huggingface.co/spaces/openfree/Cycle-Navigator",
+        "https://huggingface.co/spaces/ginigen/Flux-Kontext-FaceLORA",
+        "https://huggingface.co/spaces/ginigen/Seedance-Free",
+        "https://huggingface.co/spaces/VIDraft/SOMA-AGI",
+        "https://huggingface.co/spaces/aiqtech/Heatmap-Leaderboard",
+        "https://huggingface.co/spaces/VIDraft/DNA-CASINO",
+        "https://huggingface.co/spaces/aiqtech/SOMA-Oriental",
+        "https://huggingface.co/spaces/fantaxy/YTB-TEST",
+        "https://huggingface.co/spaces/aiqtech/Contributors-Leaderboard",
+        "https://huggingface.co/spaces/ginigen/text3d-r1",
+        "https://huggingface.co/spaces/VIDraft/stable-diffusion-3.5-large-turboX",
+        "https://huggingface.co/spaces/openfree/Korean-Leaderboard",
+        "https://huggingface.co/spaces/fantos/flxcontrol",
+        "https://huggingface.co/spaces/aiqtech/FLUX-Ghibli-Studio-LoRA",
+        "https://huggingface.co/spaces/openfree/AI-Podcast",
+        "https://huggingface.co/spaces/ginigen/Workflow-Canvas",
+        "https://huggingface.co/spaces/ginigen/3D-LLAMA",
+        "https://huggingface.co/spaces/ginigen/VoiceClone-TTS",
+        "https://huggingface.co/spaces/VIDraft/ACE-Singer",
+        "https://huggingface.co/spaces/ginipick/AI-BOOK",
+        "https://huggingface.co/spaces/immunobiotech/drug-discovery",
+        "https://huggingface.co/spaces/VIDraft/Robo-Beam",
+        "https://huggingface.co/spaces/fantaxy/fantasy-novel",
+        "https://huggingface.co/spaces/immunobiotech/Gemini-MICHELIN",
+        "https://huggingface.co/spaces/openfree/Chart-GPT",
+        "https://huggingface.co/spaces/ginipick/NH-Korea",
+        "https://huggingface.co/spaces/VIDraft/Voice-Clone-Podcast",
+        "https://huggingface.co/spaces/ginipick/Private-AI",
+        "https://huggingface.co/spaces/ginigen/Flux-VIDEO",
+        "https://huggingface.co/spaces/openfree/open-GAMMA",
+        "https://huggingface.co/spaces/ginipick/PharmAI-Korea",
+        "https://huggingface.co/spaces/ginipick/Pharmacy",
+        "https://huggingface.co/spaces/ginipick/PDF-EXAM",
+        "https://huggingface.co/spaces/ginipick/IDEA-DESIGN",
+        "https://huggingface.co/spaces/openfree/DreamO-video",
+        "https://huggingface.co/spaces/ginipick/10m-marketing",
+        "https://huggingface.co/spaces/VIDraft/voice-trans",
+        "https://huggingface.co/spaces/VIDraft/NH-Prediction",
+        "https://huggingface.co/spaces/fantos/flx8lora",
+        "https://huggingface.co/spaces/ginigen/MagicFace-V3",
+        "https://huggingface.co/spaces/openfree/Live-Podcast",
+        "https://huggingface.co/spaces/seawolf2357/ocrlatex",
+        "https://huggingface.co/spaces/Heartsync/VEO3-RealTime",
+        "https://huggingface.co/spaces/ginigen/VEO3-Free",
+        "https://huggingface.co/spaces/openfree/MagicFace-V3",
+        "https://huggingface.co/spaces/aiqtech/FLUX-military",
+        "https://huggingface.co/spaces/fantaxy/flxloraexp",
+        "https://huggingface.co/spaces/Heartsync/WAN2-1-fast-T2V-FusioniX",
+        "https://huggingface.co/spaces/ginigen/FLUXllama-Multilingual",
+        "https://huggingface.co/spaces/Heartsync/wan2-1-fast-security",
+        "https://huggingface.co/spaces/fantaxy/Rolls-Royce",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-REAL",
+        "https://huggingface.co/spaces/ginipick/Realtime-FLUX",
+        "https://huggingface.co/spaces/aiqtech/imaginpaint",
+        "https://huggingface.co/spaces/aiqtech/flxgif",
+        "https://huggingface.co/spaces/fantos/flxfashmodel",
+        "https://huggingface.co/spaces/aiqtech/kofaceid",
+        "https://huggingface.co/spaces/ginipick/FLUX-Prompt-Generator",
+        "https://huggingface.co/spaces/seawolf2357/REALVISXL-V5",
+        "https://huggingface.co/spaces/fantaxy/FLUX-Animations",
+        "https://huggingface.co/spaces/fantaxy/flx-pulid",
+        "https://huggingface.co/spaces/fantaxy/ofai-flx-logo",
+        "https://huggingface.co/spaces/openfree/image-to-vector",
+        "https://huggingface.co/spaces/Heartsync/FREE-NSFW-HUB",
+        "https://huggingface.co/spaces/seawolf2357/sd-prompt-gen",
+        "https://huggingface.co/spaces/VIDraft/FramePack_rotate_landscape",
+        "https://huggingface.co/spaces/ginipick/FLUXllama",
+        "https://huggingface.co/spaces/Heartsync/NSFW-image",
+        "https://huggingface.co/spaces/seawolf2357/img2vid",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video2",
+        "https://huggingface.co/spaces/Heartsync/NSFW-detection",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video",
+        "https://huggingface.co/spaces/Heartsync/adult",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored",
+        "https://huggingface.co/spaces/fantos/VoiceClone",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-photo",
+        "https://huggingface.co/spaces/fantaxy/flx-upscale",
+        "https://huggingface.co/spaces/seawolf2357/flxloraexp",
+        "https://huggingface.co/spaces/ginipick/Time-Stream",
+        "https://huggingface.co/spaces/fantos/textcutobject",
+    ],
+    "NEW": [
+        "https://huggingface.co/spaces/ginigen/Flux-Kontext-Style",
+        "https://cutechicken-3d-airforce-simulator.static.hf.space",
+        "https://huggingface.co/spaces/ginipick/Private-AI",
+        "https://huggingface.co/spaces/VIDraft/ACE-Singer",
+        "https://huggingface.co/spaces/ginipick/AI-BOOK",
+        "https://huggingface.co/spaces/openfree/Best-AI",
+        "https://huggingface.co/spaces/aiqtech/Heatmap-Leaderboard",
+        "https://huggingface.co/spaces/VIDraft/DNA-CASINO",
+        "https://huggingface.co/spaces/openfree/AGI-Screenplay",
+        "https://huggingface.co/spaces/openfree/AGI-WebNovel",
+        "https://huggingface.co/spaces/openfree/AGI-NOVEL",
+        "https://huggingface.co/spaces/fantaxy/AGI-LEADERBOARD",
+        "https://huggingface.co/spaces/ginigen/Seedance-Free",
+        "https://huggingface.co/spaces/aiqtech/SOMA-Oriental",
+        "https://huggingface.co/spaces/ginigen/Flux-Kontext-FaceLORA",
+        "https://huggingface.co/spaces/VIDraft/SOMA-AGI",
+        "https://huggingface.co/spaces/Heartsync/VEO3-RealTime",
+        "https://huggingface.co/spaces/openfree/Open-GAMMA",
+        "https://huggingface.co/spaces/ginigen/VEO3-Free",
+        "https://huggingface.co/spaces/Heartsync/WAN2-1-fast-T2V-FusioniX",
+        "https://huggingface.co/spaces/VIDraft/voice-trans",
+        "https://huggingface.co/spaces/VIDraft/Robo-Beam",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-REAL",
+        "https://huggingface.co/spaces/fantaxy/fantasy-novel",
+        "https://huggingface.co/spaces/openfree/Chart-GPT",
+        "https://huggingface.co/spaces/Heartsync/Novel-NSFW",
+        "https://huggingface.co/spaces/ginigen/FLUX-Ghibli-LoRA2",
+        "https://huggingface.co/spaces/Heartsync/WAN-VIDEO-AUDIO",
+        "https://huggingface.co/spaces/Heartsync/wan2-1-fast-security",
+        "https://huggingface.co/spaces/ginigen/Flux-VIDEO",
+        "https://huggingface.co/spaces/aiqcamp/REMOVAL-TEXT-IMAGE",
+        "https://huggingface.co/spaces/VIDraft/Mistral-RAG-BitSix",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video2",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video",
+        "https://huggingface.co/spaces/fantaxy/YTB-TEST",
+        "https://huggingface.co/spaces/Heartsync/FREE-NSFW-HUB",
+        "https://huggingface.co/spaces/Heartsync/adult",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-photo",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored",
+        "https://huggingface.co/spaces/openfree/Live-Podcast",
+        "https://huggingface.co/spaces/openfree/AI-Podcast",
+        "https://huggingface.co/spaces/ginipick/NH-Korea",
+        "https://huggingface.co/spaces/VIDraft/NH-Prediction",
+        "https://huggingface.co/spaces/VIDraft/Voice-Clone-Podcast",
+        "https://huggingface.co/spaces/ginipick/PDF-EXAM",
+        "https://huggingface.co/spaces/openfree/Game-Gallery",
+        "https://huggingface.co/spaces/openfree/Vibe-Game",
+        "https://huggingface.co/spaces/ginipick/IDEA-DESIGN",
+        "https://huggingface.co/spaces/openfree/Cycle-Navigator",
+        "https://huggingface.co/spaces/openfree/DreamO-video",
+        "https://huggingface.co/spaces/Heartsync/NSFW-detection",
+    ],
+    "Productivity": [
+        "https://huggingface.co/spaces/aiqtech/Heatmap-Leaderboard",
+        "https://huggingface.co/spaces/VIDraft/DNA-CASINO",
+        "https://huggingface.co/spaces/openfree/Open-GAMMA",
+        "https://huggingface.co/spaces/VIDraft/Robo-Beam",
+        "https://huggingface.co/spaces/VIDraft/voice-trans",
+        "https://huggingface.co/spaces/Heartsync/FREE-NSFW-HUB",
+        "https://huggingface.co/spaces/openfree/Chart-GPT",
+        "https://huggingface.co/spaces/ginipick/AI-BOOK",
+        "https://huggingface.co/spaces/VIDraft/Voice-Clone-Podcast",
+        "https://huggingface.co/spaces/ginipick/PDF-EXAM",
+        "https://huggingface.co/spaces/ginigen/perflexity-clone",
+        "https://huggingface.co/spaces/ginipick/IDEA-DESIGN",
+        "https://huggingface.co/spaces/ginipick/10m-marketing",
+        "https://huggingface.co/spaces/openfree/Live-Podcast",
+        "https://huggingface.co/spaces/openfree/AI-Podcast",
+        "https://huggingface.co/spaces/ginipick/QR-Canvas-plus",
+        "https://huggingface.co/spaces/openfree/Badge",
+        "https://huggingface.co/spaces/VIDraft/mouse-webgen",
+        "https://huggingface.co/spaces/openfree/Vibe-Game",
+        "https://huggingface.co/spaces/VIDraft/NH-Prediction",
+        "https://huggingface.co/spaces/ginipick/NH-Korea",
+        "https://huggingface.co/spaces/openfree/Naming",
+        "https://huggingface.co/spaces/ginipick/Change-Hair",
+    ],
+    "Multimodal": [
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-photo",
+        "https://huggingface.co/spaces/fantaxy/YTB-TEST",
+        "https://huggingface.co/spaces/ginigen/Seedance-Free",
+        "https://huggingface.co/spaces/Heartsync/VEO3-RealTime",
+        "https://huggingface.co/spaces/ginigen/VEO3-Free",
+        "https://huggingface.co/spaces/ginigen/VEO3-Directors",
+        "https://huggingface.co/spaces/Heartsync/WAN2-1-fast-T2V-FusioniX",
+        "https://huggingface.co/spaces/Heartsync/adult",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video2",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-video",
+        "https://huggingface.co/spaces/Heartsync/WAN-VIDEO-AUDIO",
+        "https://huggingface.co/spaces/Heartsync/wan2-1-fast-security",
+        "https://huggingface.co/spaces/ginigen/Flux-VIDEO",
+        "https://huggingface.co/spaces/ginigen/3D-LLAMA-V1",
+        "https://huggingface.co/spaces/ginigen/Flux-VIDEO",
+        "https://huggingface.co/spaces/openfree/Multilingual-TTS",
+        "https://huggingface.co/spaces/VIDraft/ACE-Singer",
+        "https://huggingface.co/spaces/openfree/DreamO-video",
+        "https://huggingface.co/spaces/fantaxy/Sound-AI-SFX",
+        "https://huggingface.co/spaces/ginigen/SFX-Sound-magic",
+        "https://huggingface.co/spaces/ginigen/VoiceClone-TTS",
+        "https://huggingface.co/spaces/aiqcamp/ENGLISH-Speaking-Scoring",
+        "https://huggingface.co/spaces/fantaxy/Remove-Video-Background",
+    ],
+    "Professional": [
+        "https://huggingface.co/spaces/Heartsync/NSFW-novels",
+        "https://huggingface.co/spaces/aiqtech/SOMA-Oriental",
+        "https://huggingface.co/spaces/VIDraft/SOMA-AGI",
+        "https://huggingface.co/spaces/Heartsync/Novel-NSFW",
+        "https://huggingface.co/spaces/fantaxy/fantasy-novel",
+        "https://huggingface.co/spaces/VIDraft/money-radar",
+        "https://huggingface.co/spaces/immunobiotech/drug-discovery",
+        "https://huggingface.co/spaces/immunobiotech/Gemini-MICHELIN",
+        "https://huggingface.co/spaces/openfree/Cycle-Navigator",
+        "https://huggingface.co/spaces/VIDraft/Fashion-Fit",
+        "https://huggingface.co/spaces/openfree/Stock-Trading-Analysis",
+        "https://huggingface.co/spaces/ginipick/AgentX-Papers",
+        "https://huggingface.co/spaces/Heartsync/Papers-Leaderboard",
+        "https://huggingface.co/spaces/VIDraft/PapersImpact",
+        "https://huggingface.co/spaces/ginigen/multimodal-chat-mbti-korea",
+    ],
+    "Image": [
+        "https://huggingface.co/spaces/ginigen/Flux-Kontext-FaceLORA",
+        "https://huggingface.co/spaces/Heartsync/NSFW-Uncensored-REAL",
+        "https://huggingface.co/spaces/ginigen/FLUX-Ghibli-LoRA2",
+        "https://huggingface.co/spaces/aiqcamp/REMOVAL-TEXT-IMAGE",
+        "https://huggingface.co/spaces/VIDraft/BAGEL-Websearch",
+        "https://huggingface.co/spaces/ginigen/Every-Text",
+        "https://huggingface.co/spaces/ginigen/text3d-r1",
+        "https://huggingface.co/spaces/ginipick/FLUXllama",
+        "https://huggingface.co/spaces/ginigen/Workflow-Canvas",
+        "https://huggingface.co/spaces/ginigen/canvas-studio",
+        "https://huggingface.co/spaces/VIDraft/ReSize-Image-Outpainting",
+        "https://huggingface.co/spaces/Heartsync/FLUX-Vision",
+        "https://huggingface.co/spaces/fantos/textcutobject",
+        "https://huggingface.co/spaces/aiqtech/imaginpaint",
+        "https://huggingface.co/spaces/openfree/ColorRevive",
+        "https://huggingface.co/spaces/openfree/ultpixgen",
+        "https://huggingface.co/spaces/VIDraft/Polaroid-Style",
+        "https://huggingface.co/spaces/ginigen/VisualCloze",
+        "https://huggingface.co/spaces/fantaxy/ofai-flx-logo",
+        "https://huggingface.co/spaces/ginigen/interior-design",
+        "https://huggingface.co/spaces/ginigen/MagicFace-V3",
+        "https://huggingface.co/spaces/fantaxy/flx-pulid",
+        "https://huggingface.co/spaces/seawolf2357/Ghibli-Multilingual-Text-rendering",
+        "https://huggingface.co/spaces/VIDraft/Open-Meme-Studio",
+        "https://huggingface.co/spaces/VIDraft/stable-diffusion-3.5-large-turboX",
+        "https://huggingface.co/spaces/aiqtech/flxgif",
+        "https://huggingface.co/spaces/openfree/VectorFlow",
+        "https://huggingface.co/spaces/ginigen/3D-LLAMA",
+        "https://huggingface.co/spaces/ginigen/Multi-LoRAgen",
+    ],
+    "LLM / VLM": [
+        "https://huggingface.co/spaces/fantaxy/fantasy-novel",
+        "https://huggingface.co/spaces/ginigen/deepseek-r1-0528-API",
+        "https://huggingface.co/spaces/aiqcamp/Mistral-Devstral-API",
+        "https://huggingface.co/spaces/aiqcamp/deepseek-r1-0528",
+        "https://huggingface.co/spaces/aiqcamp/deepseek-r1-0528-qwen3-8b",
+        "https://huggingface.co/spaces/aiqcamp/deepseek-r1-0528",
+        "https://huggingface.co/spaces/aiqcamp/Mistral-Devstral-API",
+        "https://huggingface.co/spaces/VIDraft/Mistral-RAG-BitSix",
+        "https://huggingface.co/spaces/VIDraft/Gemma-3-R1984-4B",
+        "https://huggingface.co/spaces/VIDraft/Gemma-3-R1984-12B",
+        "https://huggingface.co/spaces/ginigen/Mistral-Perflexity",
+        "https://huggingface.co/spaces/aiqcamp/gemini-2.5-flash-preview",
+        "https://huggingface.co/spaces/openfree/qwen3-30b-a3b-research",
+        "https://huggingface.co/spaces/openfree/qwen3-235b-a22b-research",
+        "https://huggingface.co/spaces/openfree/Llama-4-Maverick-17B-Research",
+    ],
+}
+# ────────────────────────── 3. URL HELPERS ──────────────────────────
+def direct_url(hf_url):
+    m = re.match(r"https?://huggingface\.co/spaces/([^/]+)/([^/?#]+)", hf_url)
+    if not m:
+        return hf_url
+    owner, name = m.groups()
+    owner = owner.lower()
+    name = name.replace('.', '-').replace('_', '-').lower()
+    return f"https://{owner}-{name}.hf.space"
+def screenshot_url(url):
+    return f"https://image.thum.io/get/fullpage/{url}"
+def process_url_for_preview(url):
+    """Returns (preview_url, mode)"""
+    # Handle blocked domains first
+    if any(d for d in BLOCKED_DOMAINS if d in url):
+        return screenshot_url(url), "snapshot"
+    # Special case handling for problematic URLs
+    if "vibe-coding-tetris" in url or "World-of-Tank-GAME" in url or "Minesweeper-Game" in url:
+        return screenshot_url(url), "snapshot"
+    # General HF space handling
+    try:
+        if "huggingface.co/spaces" in url:
+            parts = url.rstrip("/").split("/")
+            if len(parts) >= 5:
+                owner = parts[-2]
+                name = parts[-1]
+                embed_url = f"https://huggingface.co/spaces/{owner}/{name}/embed"
+                return embed_url, "iframe"
+    except Exception:
+        return screenshot_url(url), "snapshot"
+    # Default handling
+    return url, "iframe"
+# ────────────────────────── 4. API ROUTES ──────────────────────────
+@app.route('/api/category')
+def api_category():
+    cat = request.args.get('name', '')
+    urls = CATEGORIES.get(cat, [])
+    # Add pagination for categories
+    page = int(request.args.get('page', 1))
+    per_page = int(request.args.get('per_page', 4))
+    total_pages = max(1, (len(urls) + per_page - 1) // per_page)
+    start = (page - 1) * per_page
+    end = min(start + per_page, len(urls))
+    urls_page = urls[start:end]
+    items = [
+        {
+            "title": url.split('/')[-1],
+            "owner": url.split('/')[-2] if '/spaces/' in url else '',
+            "iframe": direct_url(url),
+            "shot": screenshot_url(url),
+            "hf": url
+        } for url in urls_page
+    ]
+    return jsonify({
+        "items": items,
+        "page": page,
+        "total_pages": total_pages
+    })
+# ────────────────────────── 5. MAIN ROUTES ──────────────────────────
+@app.route('/')
+def home():
+    os.makedirs('templates', exist_ok=True)
+    with open('templates/index.html', 'w', encoding='utf-8') as fp:
+        fp.write(r'''<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Web Gallery</title>
+<style>
+@import url('https://fonts.googleapis.com/css2?family=Nunito:wght@300;600&display=swap');
+body{margin:0;font-family:Nunito,sans-serif;background:#f6f8fb;}
+.tabs{display:flex;flex-wrap:wrap;gap:8px;padding:16px;}
+.tab{padding:6px 14px;border:none;border-radius:18px;background:#e2e8f0;font-weight:600;cursor:pointer;}
+.tab.active{background:#a78bfa;color:#1a202c;}
+.tab.popular{background:#ff6b6b;color:white;}
+.tab.popular.active{background:#fa5252;color:white;}
+.tab.best{background:#4ecdc4;color:white;}
+.tab.best.active{background:#38d9a9;color:white;}
+.tab.new{background:#ffe066;color:#1a202c;}
+.tab.new.active{background:#ffd43b;color:#1a202c;}
+/* Updated grid to show 2x2 layout */
+.grid{display:grid;grid-template-columns:repeat(2,1fr);gap:20px;padding:0 16px 60px;max-width:1200px;margin:0 auto;}
+@media(max-width:800px){.grid{grid-template-columns:1fr;}}
+/* Increased card height for larger display */
+.card{background:#fff;border-radius:12px;box-shadow:0 2px 8px rgba(0,0,0,.08);overflow:hidden;height:540px;display:flex;flex-direction:column;position:relative;}
+.frame{flex:1;position:relative;overflow:hidden;}
+.frame iframe{position:absolute;width:166.667%;height:166.667%;transform:scale(.6);transform-origin:top left;border:0;}
+.frame img{width:100%;height:100%;object-fit:cover;}
+.card-label{position:absolute;top:10px;left:10px;padding:4px 8px;border-radius:4px;font-size:11px;font-weight:bold;z-index:100;text-transform:uppercase;letter-spacing:0.5px;box-shadow:0 2px 4px rgba(0,0,0,0.2);}
+.label-live{background:linear-gradient(135deg, #00c6ff, #0072ff);color:white;}
+.label-static{background:linear-gradient(135deg, #ff9a9e, #fad0c4);color:#333;}
+.foot{height:44px;background:#fafafa;display:flex;align-items:center;justify-content:center;border-top:1px solid #eee;}
+.foot a{font-size:.82rem;font-weight:700;color:#4a6dd8;text-decoration:none;}
+.pagination{display:flex;justify-content:center;margin:20px 0;gap:10px;}
+.pagination button{padding:5px 15px;border:none;border-radius:20px;background:#e2e8f0;cursor:pointer;}
+.pagination button:disabled{opacity:0.5;cursor:not-allowed;}
+</style>
+</head>
+<body>
+<header style="text-align: center; padding: 20px; background: linear-gradient(135deg, #f6f8fb, #e2e8f0); border-bottom: 1px solid #ddd;">
+  <h1 style="margin-bottom: 10px;">🌟OPEN & Free: BEST AI Playground</h1>
+  <p>
+    <a href="https://huggingface.co/OpenFreeAI" target="_blank"><img src="https://img.shields.io/static/v1?label=Community&message=OpenFree_AI&color=%23800080&labelColor=%23000080&logo=HUGGINGFACE&logoColor=%23ffa500&style=for-the-badge" alt="badge"></a>
+    <a href="https://discord.gg/openfreeai" target="_blank"><img src="https://img.shields.io/static/v1?label=Discord&message=Openfree%20AI&color=%230000ff&labelColor=%23800080&logo=discord&logoColor=white&style=for-the-badge" alt="badge"></a>
+    <a href="https://huggingface.co/spaces/openfree/Best-AI" target="_blank"><img src="https://img.shields.io/static/v1?label=OpenFree&message=BEST%20AI%20Services&color=%230000ff&labelColor=%23000080&logo=huggingface&logoColor=%23ffa500&style=for-the-badge" alt="badge"></a>
+  </p>
+</header>
+<div class="tabs" id="tabs"></div>
+<div id="content"></div>
+<script>
+// Basic configuration
+const cats = {{cats|tojson}};
+const tabs = document.getElementById('tabs');
+const content = document.getElementById('content');
+let active = "";
+let currentPage = 1;
+// Simple utility functions
+function makeRequest(url, method, data, callback) {
+  const xhr = new XMLHttpRequest();
+  xhr.open(method, url, true);
+  xhr.onreadystatechange = function() {
+    if (xhr.readyState === 4 && xhr.status === 200) {
+      callback(JSON.parse(xhr.responseText));
+    }
+  };
+  if (method === 'POST') {
+    xhr.send(data);
+  } else {
+    xhr.send();
+  }
 }
+function updateTabs() {
+  Array.from(tabs.children).forEach(b => {
+    b.classList.toggle('active', b.dataset.c === active);
+  });
+}
+// Tab handlers
+function loadCategory(cat, page) {
+  if(cat === active && currentPage === page) return;
+  active = cat;
+  currentPage = page || 1;
+  updateTabs();
+  content.innerHTML = '<p style="text-align:center;padding:40px">Loading…</p>';
+  makeRequest('/api/category?name=' + encodeURIComponent(cat) + '&page=' + currentPage + '&per_page=4', 'GET', null, function(data) {
+    let html = '<div class="grid">';
+    if(data.items.length === 0) {
+      html += '<p style="grid-column:1/-1;text-align:center;padding:40px">No items in this category.</p>';
+    } else {
+      data.items.forEach(item => {
+        html += `
+          <div class="card">
+            <div class="card-label label-live">LIVE</div>
+            <div class="frame">
+              <iframe src="${item.iframe}" loading="lazy" sandbox="allow-forms allow-modals allow-popups allow-same-origin allow-scripts allow-downloads"></iframe>
+            </div>
+            <div class="foot">
+              <a href="${item.hf}" target="_blank">${item.title}</a>
+            </div>
+          </div>
+        `;
+      });
+    }
+    html += '</div>';
+    // Add pagination
+    html += `
+      <div class="pagination">
+        <button ${currentPage <= 1 ? 'disabled' : ''} onclick="loadCategory('${cat}', ${currentPage-1})">« Previous</button>
+        <span>Page ${currentPage} of ${data.total_pages}</span>
+        <button ${currentPage >= data.total_pages ? 'disabled' : ''} onclick="loadCategory('${cat}', ${currentPage+1})">Next »</button>
+      </div>
+    `;
+    content.innerHTML = html;
+  });
+}
+// Create tabs
+// Special tabs first (Popular, BEST, NEW)
+['Popular', 'BEST', 'NEW'].forEach(specialCat => {
+  const b = document.createElement('button');
+  b.className = 'tab ' + specialCat.toLowerCase();
+  b.textContent = specialCat;
+  b.dataset.c = specialCat;
+  b.onclick = function() { loadCategory(specialCat, 1); };
+  tabs.appendChild(b);
+});
+// Regular category tabs
+cats.forEach(c => {
+  if (!['Popular', 'BEST', 'NEW'].includes(c)) {
+    const b = document.createElement('button');
+    b.className = 'tab';
+    b.textContent = c;
+    b.dataset.c = c;
+    b.onclick = function() { loadCategory(c, 1); };
+    tabs.appendChild(b);
+  }
+});
+// Start with Popular tab
+loadCategory('Popular', 1);
+</script>
+</body>
+</html>''')
+    # Return the rendered template
+    return render_template('index.html', cats=list(CATEGORIES.keys()))
+if __name__ == '__main__':
+    app.run(host='0.0.0.0', port=7860)