Upload 4 files

app.py

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

vanillaorcoffee.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac49b7dcf2e7ccbf12f9d2bc1d9d0ae245f7432db6bf55ab2a4e92ee8638fbc8
+size 46957615