jaymojnidar commited on
Commit
7048be0
1 Parent(s): 3e62fcc

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -5
app.py CHANGED
@@ -3,19 +3,18 @@ from fastai.vision.all import *
3
  import skimage
4
 
5
  learn = load_learner('bias_demo.pkl')
6
-
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))}
12
 
13
- title="Demo Bias"
14
- description = "An app to demonstrate incorporating bias into AI. Created as a demo for Gradio and HuggingFace Spaces."
15
- article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>"
16
  examples = ['cat.jpg']
17
  interpretation='default'
18
  enable_queue=True
19
 
20
- gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,examples=examples,interpretation=interpretation,enable_queue=enable_queue).launch(share=True)
21
 
 
3
  import skimage
4
 
5
  learn = load_learner('bias_demo.pkl')
 
6
  labels = learn.dls.vocab
7
  def predict(img):
8
  img = PILImage.create(img)
9
  pred,pred_idx,probs = learn.predict(img)
10
  return {labels[i]: float(probs[i]) for i in range(len(labels))}
11
 
12
+ title = "Demo Bias"
13
+ description = "Helper for me when I get old and can't differentiate a car from a fish from a bird from a dog from a forrest aka Created as a demo for Gradio and HuggingFace Spaces."
14
+ article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Original Blog post</a></p>"
15
  examples = ['cat.jpg']
16
  interpretation='default'
17
  enable_queue=True
18
 
19
+ gr.Interface(fn=predict,inputs=gr.inputs.Image(shape=(512, 512)),outputs=gr.outputs.Label(num_top_classes=3),title=title,description=description,article=article,examples=examples,interpretation=interpretation).launch(enable_queue=enable_queue)
20