Add application file

app.py

@@ -1,7 +1,14 @@
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+categories = ('D.va','Doomfist', 'Junker Queen', 'Orisa', 'Reinhardt', 'Roadhog', 'Sigma', 'Winston', 'Wrecking ball', 'Ashe', 'Bastion', 'Cassidy', 'Echo', 'Genji', 'Hanzo', 'Junkrat', 'Mei', 'Pharah', 'Soldier: 76', 'Sojourn', 'Sombra', 'Symmetra', 'Torbjorn', 'Tracer', 'Widowmaker', 'Ana', 'Baptiste', 'Brigitte', 'Kiriko', 'Lucio', 'Mercy', 'Moira', 'Zenyatta')
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['hanzo.jpg', 'kiriko.jpg', 'winston.jpg']
+
+intf = gr.Interface(fn=classify_image, inputs=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:b20069a9c1f429fa91af2e6fcea8193efdc36f4805ae2018e5d2d3064070d419
+size 47029291