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app.py

@@ -1,7 +1,14 @@
 import gradio as gr
+import fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn_inf = load_learner('export.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+def greet(image):
+    
+    pred,pred_idx,probs = learn_inf.predict(image)
+    return f'Prediction: {pred}; Probability: {probs[pred_idx]:.04f}'
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+iface = gr.Interface(fn=greet, inputs=image, outputs=label)
 iface.launch()

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:737d462d92715245201eedf66e4e7500865d879c2d4f6828f7e8fe09c153010d
+size 46972641