Update app.py

app.py

@@ -1,10 +1,21 @@
-from fastai.learner import load_learner
+from fastai.vision.all import *
 import gradio as gr
 
-learn = load_learner('clean_model.pkl')
+# Load the exported fastai learner
+learn = load_learner("clean_model.pkl")
 
-def predict(img):
+# Prediction function
+def classify_image(img):
     pred, pred_idx, probs = learn.predict(img)
     return f"Prediction: {pred} ({probs[pred_idx]*100:.2f}%)"
 
-gr.Interface(fn=predict, inputs=gr.Image(type="pil"), outputs="text").launch()
+# Gradio interface
+interface = gr.Interface(
+    fn=classify_image,
+    inputs=gr.Image(type='pil'),
+    outputs=gr.Text(),
+    title="Cat vs Dog Classifier",
+    description="Upload an image of a cat or dog to classify."
+)
+
+interface.launch()