interface draft
Browse files
app.py
CHANGED
@@ -1,7 +1,16 @@
|
|
|
|
1 |
import gradio as gr
|
2 |
|
3 |
-
|
4 |
-
|
5 |
|
6 |
-
|
7 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from fastai.vision.all import *
|
2 |
import gradio as gr
|
3 |
|
4 |
+
learn = load_learner('model.pkl')
|
5 |
+
categories = ('Rose', 'Tulip')
|
6 |
|
7 |
+
def classify_image(img):
|
8 |
+
pred,idx,probs = learn.predict(img)
|
9 |
+
return dict(zip(categories, map(float,probs)))
|
10 |
+
|
11 |
+
image = gr.inputs.Image(shape=(192,192))
|
12 |
+
label = gr.outputs.Label()
|
13 |
+
examples = ['rose.jpg', 'tulip.jpg']
|
14 |
+
|
15 |
+
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
|
16 |
+
intf.launch(inline=False)
|
model.pkl
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:475db4afc687176af69b23b5a20ba0b54166796c9f99cb6cfb8f4fe71b46d523
|
3 |
+
size 46956399
|
rose.jpg
ADDED
tulip.jpg
ADDED