updated app.py

app.py

@@ -1,7 +1,23 @@
-import gradio as gr
+from fastai.vision.all import *
+import gradio as gr #pip install gradio==3.50
+import pathlib
+temp = pathlib.PosixPath
+pathlib.PosixPath = pathlib.WindowsPath
 
-def greet(name):
-    return "Hellos " + name + "!!"
+#im = PILImage.create('grizzly.jpg')
+learn = load_learner('export.pkl')
+#print(learn.predict(im))
+categories = ('grizzly', 'black', 'teddy')
 
-demo = gr.Interface(fn=greet, inputs="text", outputs="text")
-demo.launch()
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+#print(classify_image(im))
+
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = ['grizzly.jpg', 'black.jpg', 'teddy.jpg', 'dunno.jpg']
+
+inft = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+inft.launch(inline=False)