Spaces:
Sleeping
Sleeping
mohamedsaeed823
commited on
Commit
•
11da19b
1
Parent(s):
ed4328f
Update app.py
Browse files
app.py
CHANGED
@@ -1,11 +1,11 @@
|
|
1 |
from fastai.vision.all import *
|
2 |
import gradio as gr
|
3 |
|
4 |
-
gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=2)).launch(share=True)
|
5 |
-
|
6 |
learn = load_learner('model.pkl')
|
7 |
labels = learn.dls.vocab
|
8 |
def predict(img):
|
9 |
img = PILImage.create(img)
|
10 |
pred,pred_idx,probs = learn.predict(img)
|
11 |
-
return {labels[i]: float(probs[i]) for i in range(len(labels))}
|
|
|
|
|
|
1 |
from fastai.vision.all import *
|
2 |
import gradio as gr
|
3 |
|
|
|
|
|
4 |
learn = load_learner('model.pkl')
|
5 |
labels = learn.dls.vocab
|
6 |
def predict(img):
|
7 |
img = PILImage.create(img)
|
8 |
pred,pred_idx,probs = learn.predict(img)
|
9 |
+
return {labels[i]: float(probs[i]) for i in range(len(labels))}
|
10 |
+
|
11 |
+
gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=2)).launch(share=True)
|