Add model

app.py

@@ -1,7 +1,16 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+loaded_learn = load_learner("model.pkl")
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+categories = ('groban', 'not_groban')
+
+def classify_image(img):
+    pred,idx,probs = loaded_learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+image = gr.inputs.Image(shape=(128,128))
+label = gr.outputs.label()
+
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
+intf.launch(inline=False)

model.pkl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:afc98c5256c4e13fffc2d36e5986b356b5f2e3a205d2c9062a01862736be6e6e
-size 46966187