eclfe commited on
Commit
728841f
·
verified ·
1 Parent(s): 8a9276e

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +18 -18
app.py CHANGED
@@ -1,18 +1,18 @@
1
- import gradio as gr
2
- from fastai.vision.all import *
3
-
4
-
5
- learn = load_learner('export.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 = "Pet Breed Classifier"
14
- description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. 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
- enable_queue=True
17
-
18
- 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()
 
1
+ import gradio as gr
2
+ from fastai.vision.all import *
3
+
4
+
5
+ learn = load_learner('model.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 = "Pet Breed Classifier"
14
+ description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. 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
+ enable_queue=True
17
+
18
+ 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()