app.py

import gradio as gr
from diffusers import StableVideoDiffusionPipeline
import torch

# Model Load करो (CPU के लिए)
pipe = StableVideoDiffusionPipeline.from_pretrained(
    "stabilityai/stable-video-diffusion-img2vid",
    torch_dtype=torch.float32
)

# Function जो Image से Video Generate करेगा
def generate_video(image):
    video = pipe(image).frames
    return video

# Gradio Interface बनाओ
iface = gr.Interface(
    fn=generate_video,
    inputs=gr.Image(label="Upload an image"),
    outputs=gr.Video(label="Generated Video"),
    title="AI Video Generator",
    description="Upload an image to generate an AI video."
)

iface.launch()