Update app.py

app.py

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+import gradio as gr
+from fastai.vision.all import load_learner, Path
+import torch
+
+# Function to perform sequence prediction
+def sequence_prediction(video_path):
+    # Load the Fastai model inside the function
+    modelx = load_learner('r3d_apparel.pkl')
+    result = modelx.predict(Path(video_path))
+    return result[0]
+
+# Gradio interface
+iface = gr.Interface(
+    fn=sequence_prediction,
+    inputs=gr.Video(label="Upload a video file"),
+    outputs="text",
+    live=True  # Set live to True to get real-time updates
+)
+
+# Launch the Gradio app
+iface.launch()
+
+
+
+
+
+
+
+
+