Spaces:
Sleeping
Sleeping
File size: 744 Bytes
53b8ee4 04c0715 53b8ee4 04c0715 53b8ee4 |
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 28 |
# 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 3
learn = load_learner("model.pkl")
# %% app.ipynb 5
categories = ("black bear", "grizzly bear", "teddy bear")
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
# %% app.ipynb 7
image = gr.components.Image(height=192, width=192)
label = gr.components.Label()
examples = ['ted.png', 'black.jpg', 'grizz.jpg']
intf = gr.Interface(fn=classify_image , inputs=image , outputs=label , examples=examples)
intf.launch(inline=False)
|