Delete app.py
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app.py
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import gradio as gr
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import torch
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import os
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import sys
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from huggingface_hub import login
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from diffusers import StableDiffusionXLPipeline
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from PIL import Image
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# Force CPU usage if needed
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device = "cuda" if torch.cuda.is_available() else "cpu"
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print(f"Using device: {device}")
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# More details about the environment
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print(f"Gradio version: {gr.__version__}")
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print(f"Python version: {sys.version}")
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# Hugging Face API token'ı - önce environment variable olarak ara,
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# sonra Hugging Face Secrets sisteminde ara
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hf_token = os.environ.get("HUGGINGFACE_TOKEN")
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if hf_token:
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print("Found HUGGINGFACE_TOKEN in environment variables")
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# Token ile giriş yap
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login(token=hf_token)
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print("Logged in with Hugging Face token")
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else:
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print("HUGGINGFACE_TOKEN not found in environment variables")
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# Global model variable
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pipe = None
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def load_model():
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global pipe
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try:
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print("Loading SDXL pipeline with 3D render LoRA...")
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# Load SDXL base model
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pipe = StableDiffusionXLPipeline.from_pretrained(
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"stabilityai/stable-diffusion-xl-base-1.0",
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torch_dtype=torch.float16 if device == "cuda" else torch.float32,
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use_safetensors=True
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).to(device)
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# Load the 3D render LoRA
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pipe.load_lora_weights("goofyai/3d_render_style_xl")
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print("Model loaded successfully!")
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return True
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except Exception as e:
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print(f"Error loading model: {str(e)}")
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return False
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def generate_3d_icon(prompt):
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global pipe
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try:
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print(f"Generating 3D icon with prompt: {prompt}")
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if pipe is None:
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print("Model not loaded, attempting to load...")
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if not load_model():
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raise Exception("Failed to load model")
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# Enhance prompt for 3D game icon style
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enhanced_prompt = f"3d style, 3d render, {prompt}, game icon, clean background, vibrant colors, high quality"
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# Generate image
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with torch.no_grad():
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image = pipe(
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enhanced_prompt,
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num_inference_steps=30,
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guidance_scale=7.5,
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height=512,
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width=512
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).images[0]
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print("Image generated successfully")
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return image
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except Exception as e:
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print(f"Error generating icon: {str(e)}")
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# Return error image with red background
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image = Image.new('RGB', (512, 512), color='red')
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from PIL import ImageDraw
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draw = ImageDraw.Draw(image)
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draw.text((200, 250), "Generation Error", fill=(255, 255, 255))
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return image
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# Create Gradio interface
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def create_interface():
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# Try to load model at startup
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load_model()
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interface = gr.Interface(
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fn=generate_3d_icon,
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inputs=[
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gr.Textbox(label="Prompt", placeholder="Describe your game icon", value="galatasaray")
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],
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outputs=gr.Image(type="pil", label="Generated Game Icon"),
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title="3D Game Icon Generator",
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description="Generate 3D-style game icons using AI"
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)
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return interface
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# Launch the interface
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if __name__ == "__main__":
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try:
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interface = create_interface()
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print("Launching interface...")
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interface.launch(
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share=False,
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server_name="0.0.0.0",
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server_port=7860,
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show_error=True
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)
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except Exception as e:
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print(f"Error launching interface: {str(e)}")
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