added model and interface

app.py

@@ -1,7 +1,17 @@
 import gradio as gr
+from fastai.vision.all import *
 
-def greet(name):
-    return "Hello " + name + "!!"
+learn_inf = load_learner('model.pkl')
+categories = learn_inf.dls.vocab
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+def classify_image(img):
+    pred,pred_idx,probs = learn_inf.predict(img)
+    return dict(zip(categories, map(float, probs))) 
+
+iface = gr.Interface(
+    fn=classify_image, 
+    inputs=gr.inputs.Image(shape=(224,224)), 
+    outputs=gr.outputs.Label(),
+    examples=['lego.jpg', 'dog.jpg', 'cactus.jpg', 'plushie.jpg']
+    )
 iface.launch()

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a72e6aed40f299c03e785a1d114e84dde2511b1d8e81e415945dec9e482a793e
+size 46963557