Create index.py

index.py

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+!pip install gradio diffusers transformers accelerate torch torchvision
+
+from diffusers import StableDiffusionPipeline
+import torch
+import gradio as gr
+from PIL import Image
+
+# Stable Diffusion ka Ghibli-style model load karna
+model_id = "nitrosocke/Ghibli-Diffusion"
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+pipe.to("cuda" if torch.cuda.is_available() else "cpu")
+
+def convert_to_ghibli(image):
+    prompt = "A Studio Ghibli-style anime painting"
+    ghibli_image = pipe(prompt, image=image).images[0]
+    return ghibli_image
+
+# Gradio Web App
+interface = gr.Interface(
+    fn=convert_to_ghibli,
+    inputs=gr.Image(type="pil"),
+    outputs="image",
+    title="Studio Ghibli Image Converter 🎨",
+    description="Upload an image, and convert it to a Studio Ghibli-style artwork!",
+)
+
+interface.launch(share=True)