Init stable diffusion

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+from PIL import Image
+import torch
+from diffusers import StableDiffusionImg2ImgPipeline
+
+# Load model (use a lightweight Ghibli/anime model from Hugging Face or CivitAI)
+pipe = StableDiffusionImg2ImgPipeline.from_pretrained(
+    "CompVis/stable-diffusion-v1-4",  # swap with Ghibli-style model if needed
+    torch_dtype=torch.float32,
+).to("cpu")
+
+def generate_ghibli_style(image, prompt):
+    output = pipe(prompt=prompt, image=image, strength=0.6, guidance_scale=7.5)
+    return output.images[0]
+
+gr.Interface(
+    fn=generate_ghibli_style,
+    inputs=[gr.Image(type="pil"), gr.Textbox(label="Prompt")],
+    outputs=gr.Image(),
+    title="Ghibli Image Stylizer",
+    description="Upload an image and get a Studio Ghibli-style transformation for free!",
+).launch()