Spaces:
Sleeping
Sleeping
ChiChiZhao
commited on
Commit
•
482f53a
1
Parent(s):
565ad16
Done
Browse files
.DS_Store
ADDED
Binary file (6.15 kB). View file
|
|
app.py
CHANGED
@@ -1,7 +1,23 @@
|
|
|
|
|
|
|
|
|
|
1 |
import gradio as gr
|
2 |
|
3 |
-
def
|
4 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
5 |
|
6 |
-
demo = gr.Interface(fn=greet, inputs="text", outputs="text")
|
7 |
-
demo.launch()
|
|
|
1 |
+
__all__ = ['is_cat','learn','classify_image','categories','image','label','examples','intf']
|
2 |
+
|
3 |
+
# Cell
|
4 |
+
from fastai.vision.all import *
|
5 |
import gradio as gr
|
6 |
|
7 |
+
def is_cat(x): return x[0].isupper()
|
8 |
+
|
9 |
+
learn = load_learner('model.pkl')
|
10 |
+
categories = ('Dog','Cat')
|
11 |
+
|
12 |
+
def classify_image(img):
|
13 |
+
pred,idx,probs = learn.predict(img)
|
14 |
+
return dict(zip(categories,map(float,probs)))
|
15 |
+
|
16 |
+
|
17 |
+
image = gr.inputs.Image(shape=(192,192))
|
18 |
+
label = gr.outputs.Label()
|
19 |
+
examples = ['dog.jpg','cat.jpg']
|
20 |
+
|
21 |
+
intf = gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)
|
22 |
+
intf.launch(inline=False)
|
23 |
|
|
|
|
cat.jpg
ADDED
dog.jpg
ADDED