Add application file

app.py

@@ -1,4 +1,4 @@
-from fastai.vision.all import *
+from fastai import *
 import gradio as gr
 
 def is_cat(x): return x[0].issuper() 
@@ -7,7 +7,7 @@ learn = load_learner('model.pkl')
 
 categories = ('Cat', 'Dog')
 
-def classify_image(img):
+def classify_images(img):
     pred, idx, probs = learn.predict(img)
     return dict(zip(categories, map(float, probs)))
 
@@ -15,5 +15,5 @@ image = gr.Inputs.Image(shape=(192,192))
 label = gr.outputs.label()
 examples = ['dog.jpg', 'cat.jpg', 'random.jpg']
 
-intf = gr.Interface(fn = classify_image, inputs = image, outputs = label, examples = examples)
+intf = gr.Interface(fn = classify_images, inputs = image, outputs = label, examples = examples)
 intf.launch(inline=False)