Spaces:
Sleeping
Sleeping
File size: 720 Bytes
0d48880 e67484d 0d48880 e67484d 0d48880 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | # AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
# %% auto 0
__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
# %% app.ipynb 1
from fastai.vision.all import *
import gradio as gr
# %% app.ipynb 2
learn = load_learner('snowboarder_skier.pkl')
# %% app.ipynb 3
categories = ['Skier', 'Snowboarder']
def classify_image(img):
pred, pred_idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
# %% app.ipynb 4
image = gr.Image(height = 224, width = 224)
label = gr.Label()
examples = ['skier.jpg', 'snowboarder.jpg']
intf = gr.Interface(fn = classify_image, inputs = image, outputs = label, examples = examples)
intf.launch(inline=False)
|