Upload 6 files

app.py

@@ -1,7 +1,16 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn = load_learner('model.pkl')
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+categories = ('black', 'grizzly', 'teddy')
+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 = ['grizzly.jpg', 'black.jpg', 'teddy.jpg']
+
+intf = gr.Interface(fn=classify_image, input=image, outputs=label, examples = examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbbf7d4b96d3fd0f831186098782bfdeb4ae51dd972dda77dd29a6a6598dede6
+size 46969277