Add application file

app.py

@@ -0,0 +1,22 @@
+from fastai.vision.all import *
+import gradio as gr
+learn = load_learner('export.pkl')
+
+
+categories = ('broccoli', 'marijuana')
+
+
+def classify_image(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+
+examples = ['broccoli.jpeg', 'marijuana.jpeg']
+
+intf = gr.Interface(fn=classify_image, inputs=image,
+                    outputs=label, examples=examples)
+
+intf.launch(inline=False)

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c809988609381e050146525eb00919eff7a0faf66334e19221148ae886bb1aa6
+size 46966014