Spaces:
Runtime error
Runtime error
blancamartin
commited on
Commit
路
9264716
1
Parent(s):
d5cca4f
Update app.py
Browse files
app.py
CHANGED
@@ -1,19 +1,19 @@
|
|
1 |
from fastai.vision.all import *
|
2 |
-
|
3 |
-
|
4 |
-
|
5 |
-
|
6 |
-
|
7 |
-
|
8 |
-
|
9 |
-
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
|
18 |
-
|
19 |
-
|
|
|
1 |
from fastai.vision.all import *
|
2 |
+
import gradio as gr
|
3 |
+
|
4 |
+
|
5 |
+
# Cargamos el learner
|
6 |
+
learn = load_learner('export.pkl')
|
7 |
+
|
8 |
+
# Definimos las etiquetas de nuestro modelo
|
9 |
+
labels = learn.dls.vocab
|
10 |
+
|
11 |
+
|
12 |
+
# Definimos una funci贸n que se encarga de llevar a cabo las predicciones
|
13 |
+
def predict(img):
|
14 |
+
img = PILImage.create(img)
|
15 |
+
pred,pred_idx,probs = learn.predict(img)
|
16 |
+
return {labels[i]: float(probs[i]) for i in range(len(labels))}
|
17 |
+
|
18 |
+
# Creamos la interfaz y la lanzamos.
|
19 |
+
gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(128, 128)), outputs=gr.outputs.Label(num_top_classes=3),examples=['buildings.jpg','forest.jpg']).launch(share=True)
|