'adding app file'

bear_class.py/app.py

@@ -0,0 +1,19 @@
+from fastai.vision.all import *
+import gradio as gr
+
+#|export
+learn = load_learner('model.pkl')
+
+#|export
+categories = learn.dls.vocab
+
+def classify_image(inp):
+    pred,pred_idx,probs = learn.predict(inp)
+    return dict(zip(categories, map(float, probs)))
+
+    image = gr.inputs.Image(shape=(128,128))
+label = gr.outputs.Label(num_top_classes=3)
+examples = ['teddy_1.jpg', 'grizzly_1.jpg','black_bear.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples, title='Bear Classifier', description='An AI that identifies bears')
+intf.launch()