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README.md

@@ -1,5 +1,5 @@
 ---
-title: Persimmon
+title: Persimmon or Tomato?
 emoji: 🐢
 colorFrom: gray
 colorTo: purple

app.py

@@ -1,7 +1,28 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Howdy " + name + "!!"
+#def is_cat(x): return x[0].isupper()
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+# Cell
+learn = load_learner('persimmon_model.pkl')
+
+# Cell
+categories = ('persimmon', 'tomato')
+
+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 = ['persimmon.jpg', 'tomato.jpg', 'persimmontree.jpg',
+            'tomatoplant.jpg', 'cat.jpg', 'tomatoplant2.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+
+#def greet(name):
+#    return "Howdy " + name + "!!"
+
+#iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+#iface.launch()

requirements.txt

@@ -0,0 +1 @@
+fastai