test
Browse files
app.py
CHANGED
@@ -1,7 +1,18 @@
|
|
1 |
import gradio as gr
|
|
|
2 |
|
3 |
-
|
4 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
learn = load_learner('model.pkl')
|
5 |
+
|
6 |
+
categories = ('Dog', 'Cat')
|
7 |
+
|
8 |
+
def predict(img):
|
9 |
+
pred,idx,probs = learn.predict(img)
|
10 |
+
return dict(zip(categories, map(float, probs)))
|
11 |
+
|
12 |
+
image = gr.inputs.Image(shape=(192, 192))
|
13 |
+
label = gr.outputs.Label()
|
14 |
+
examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
|
15 |
+
|
16 |
+
intf = gr.Interface(fn=predict, inputs=image, outputs=label, examples=examples)
|
17 |
+
intf.launch(inline=False)
|
18 |
|
|
|
|
model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:34cb9ff8dc9b3475f4695d7a3e103f59bbd6dd8268c21b6a3a01368f8a5664bb
|
3 |
+
size 47065195
|