joheras commited on
Commit
d960a92
1 Parent(s): df3c663

Create app.py

Browse files
Files changed (1) hide show
  1. app.py +16 -0
app.py ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 una función que se encarga de llevar a cabo las predicciones
9
+ def predict(img):
10
+ img = PILImage.create(img)
11
+ pred,pred_idx,probs = learn.predict(img)
12
+ return {labels[i]: float(probs[i]) for i in range(len(labels))}
13
+
14
+ # Creamos la interfaz y la lanzamos.
15
+ gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(128, 128)), outputs=gr.outputs.Label(num_top_classes=3),examples=['building.jpg','forest.jpg']).launch(share=True)
16
+