Spaces:
Sleeping
Sleeping
File size: 769 Bytes
2fb0687 462e65d 2fb0687 462e65d 2fb0687 462e65d d4d1ed7 462e65d 2fb0687 462e65d 16520df 462e65d 2fb0687 d4d1ed7 462e65d |
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 29 |
# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
# %% auto 0
__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
# %% app.ipynb 1
from fastai.vision.all import *
import gradio as gr
def is_cat(x): return x[0].isupper()
# %% app.ipynb 3
learn = load_learner('modelv2.pkl')
# %% app.ipynb 5
categories = ('blanched hazelnut', "walnut kernel")
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
# %% app.ipynb 7
image = gr.components.Image(shape=(192,192))
label = gr.components.Label()
examples = ['walnut.jpg', 'hazelnut.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
|