Add application file

app.py

@@ -1,7 +1,14 @@
+from fastai.vision.all import *
 import gradio as gr
+learn = load_learner('export.pkl')
 
-def greet(name):
-    return "Hello " + name + "!!"
+actors = learn.dls.vocab
+def classify_images(img):
+    pred, idx, prob = learn.predict(img)
+    return dict(zip(actors, map(float, prob)))
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+image = gr.Image(height=192, width= 192)
+label = gr.Label()
+examples = ['rajini.jpg', 'vijay.jpg']
+intf = gr.Interface(fn = classify_images, inputs = image, outputs=label, examples=examples)
+intf.launch(inline=False)

export.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf5e71d90d2549ccf74395d9acf6e3018231a79ed4839b80786781750ee8f1cd
+size 61146133