Upload app.py

app.py

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+import platform
+import pathlib
+
+if platform.system() == "Windows":
+    temp = pathlib.PosixPath
+    pathlib.PosixPath = pathlib.WindowsPath
+
+from fastai.vision.all import *
+import gradio as gr
+
+learn = load_learner(Path("model.pkl"))
+
+categories = {'Pizza', 'Pasta'}
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+image = gr.Image(shape=(192, 192))
+label = gr.Label()
+examples = ['pizza.jpg', 'pasta.jpg', 'dunno.jpg']
+
+app = gr.Interface(fn=classify_image,
+                   inputs=image,
+                   outputs=label,
+                   examples=examples)
+app.launch()