File size: 700 Bytes
3909c5e 489d8b7 3909c5e 77efddf 489d8b7 3909c5e 489d8b7 77efddf |
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', 'classify_image']
# %% app.ipynb 3
from fastai.vision.all import *
import gradio as gr
import timm
# %% app.ipynb 7
learn = load_learner('model.pkl')
# %% app.ipynb 9
categories = learn.dls.vocab
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
# %% app.ipynb 12
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
examples = ['dog.jpeg']
# %% app.ipynb 13
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
|