aavi-deora commited on
Commit
9962d30
·
1 Parent(s): c08e877

added app fucntionality

Browse files
Files changed (1) hide show
  1. app.py +13 -4
app.py CHANGED
@@ -1,7 +1,16 @@
 
1
  import gradio as gr
 
2
 
3
- def greet(name):
4
- return "Hello " + name + "!!"
5
 
6
- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
7
- iface.launch()
 
 
 
 
 
 
 
 
1
+ #|export
2
  import gradio as gr
3
+ from fastai.vision.all import *
4
 
5
+ learn = load_learner('edm.pkl')
6
+ labels = learn.dls.vocab
7
 
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))}
12
+
13
+
14
+ intrf = gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=7))
15
+
16
+ intrf.launch(inline=False)