Viet commited on
Commit
06a3123
1 Parent(s): 39c438f

add application file v1

Browse files
Files changed (1) hide show
  1. app.py +28 -4
app.py CHANGED
@@ -1,7 +1,31 @@
1
  import gradio as gr
 
2
 
3
- def greet(name):
4
- return "Hello " + name + "!!"
 
 
5
 
6
- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
7
- iface.launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  import gradio as gr
2
+ from fastai.vision.all import *
3
 
4
+ #fix some issues with Poxixpath
5
+ import pathlib
6
+ temp = pathlib.PosixPath
7
+ pathlib.PosixPath = pathlib.WindowsPath
8
 
9
+
10
+ def is_cat(x): return x[0].isupper()
11
+
12
+ learn = load_learner('model.pkl')
13
+
14
+ # labels = learn.dls.vocab
15
+
16
+ # learn.predict(im)
17
+
18
+ # %time learn.predict(im)
19
+
20
+ categories = ('Dog', 'Cat')
21
+
22
+ def classify_image(img):
23
+ pred,idx,probs = learn.predict(img)
24
+ return dict(zip(categories, map(float,probs)))
25
+
26
+ image = gr.inputs.Image(shape=(192, 192))
27
+ label = gr.outputs.Label()
28
+ examples = ['dog.jpg', 'cat.jpg']
29
+
30
+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
31
+ intf.launch(inline=False)