Create app.py

app.py

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+import gradio as gr
+from diffusers import StableVideoDiffusionPipeline
+import torch
+
+# Load AI Model
+model_id = "stabilityai/stable-video-diffusion-img2vid"
+pipe = StableVideoDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+pipe.to("cuda")  # GPU use karein for better speed
+
+# Define Function to Convert Image to Video
+def image_to_video(input_image):
+    video_frames = pipe(input_image).frames
+    return video_frames
+
+# Create Web Interface
+demo = gr.Interface(
+    fn=image_to_video,
+    inputs=gr.Image(type="pil"),
+    outputs="video",
+    title="Free AI Image to Video Generator",
+    description="Upload an image and get an AI-generated video.",
+)
+
+# Launch Website
+demo.launch()