Spaces:
Sleeping
Sleeping
alperenunlu
commited on
Commit
•
5ce4ab5
1
Parent(s):
b7dc3f6
Init commit
Browse files- British_Shorthair.jpg +0 -0
- Ragdoll.jpg +0 -0
- Shiba_inu.jpg +0 -0
- app.py +23 -0
- pets.pkl +3 -0
British_Shorthair.jpg
ADDED
Ragdoll.jpg
ADDED
Shiba_inu.jpg
ADDED
app.py
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from fastai.vision.all import *
|
2 |
+
import gradio as gr
|
3 |
+
|
4 |
+
learn = load_learner("pets.pkl")
|
5 |
+
categories = learn.vocab
|
6 |
+
|
7 |
+
|
8 |
+
def classify_image(img):
|
9 |
+
pred, idx, probs = learn.predict(img)
|
10 |
+
return dict(zip(categories, map(float, probs)))
|
11 |
+
|
12 |
+
|
13 |
+
image = gr.Image()
|
14 |
+
label = gr.Label(num_top_classes=5)
|
15 |
+
examples = [
|
16 |
+
"Ragdoll.jpg",
|
17 |
+
"Shiba_inu.jpg",
|
18 |
+
"British_Shorthair.jpg",
|
19 |
+
]
|
20 |
+
|
21 |
+
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
|
22 |
+
|
23 |
+
intf.launch()
|
pets.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8011b96bc737fa4b6876a4104a11ae89550a5e908e78162271b1c664165d38dd
|
3 |
+
size 102826302
|