Spaces:
Sleeping
Sleeping
soumenmaiti
commited on
Commit
•
eb76bf3
1
Parent(s):
5665427
updated
Browse files
app.py
CHANGED
@@ -1,14 +1,19 @@
|
|
1 |
import gradio as gr
|
2 |
from fastai.vision.all import *
|
3 |
|
|
|
|
|
|
|
4 |
learn = load_learner('model.pkl')
|
|
|
5 |
categories =('dog','cat')
|
6 |
|
7 |
def classify_image(img):
|
8 |
pred,idx,probs = learn.predict(img)
|
9 |
return dict(zip(categories,map(float,probs)))
|
10 |
-
|
11 |
-
|
|
|
12 |
examples = ['dog.jpg','cat.jpg','dunno.jpg']
|
13 |
|
14 |
demo = gr.Interface(fn=classify_image, inputs=image, outputs=label , examples=examples)
|
|
|
1 |
import gradio as gr
|
2 |
from fastai.vision.all import *
|
3 |
|
4 |
+
def is_cat(x): return x[0].isupper()
|
5 |
+
|
6 |
+
|
7 |
learn = load_learner('model.pkl')
|
8 |
+
|
9 |
categories =('dog','cat')
|
10 |
|
11 |
def classify_image(img):
|
12 |
pred,idx,probs = learn.predict(img)
|
13 |
return dict(zip(categories,map(float,probs)))
|
14 |
+
|
15 |
+
image = gr.inputs.Image(shape=(192,192))
|
16 |
+
label = gr.outputs.Label()
|
17 |
examples = ['dog.jpg','cat.jpg','dunno.jpg']
|
18 |
|
19 |
demo = gr.Interface(fn=classify_image, inputs=image, outputs=label , examples=examples)
|