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b39d5ba 75cc15b b39d5ba 75cc15b ec9a2bf 75cc15b b39d5ba debda80 75cc15b b39d5ba 75cc15b b39d5ba 75cc15b debda80 75cc15b b39d5ba | 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 30 | # AUTOGENERATED! DO NOT EDIT! File to edit: ../02_exp_app.ipynb.
# %% auto 0
__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_sea', 'classify_image']
# %% ../02_exp_app.ipynb 1
from fastai.vision.all import *
import gradio as gr
#123
def is_sea(x) : return x[0].isupper()
# %% ../02_exp_app.ipynb 3
learn = load_learner('model.pkl')
# %% ../02_exp_app.ipynb 5
categories = ('River', "Sea", "Stuffed")
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories,map(float,probs)))
# %% ../02_exp_app.ipynb 7
image = gr.inputs.Image(shape = (192,192))
label = gr.outputs.Label()
examples = ['seaotter.jpg' , 'riverotter.jpg' , 'stuffedotter.jpg']
intf = gr.Interface(fn=classify_image, inputs=image,outputs=label,examples=examples)
intf.launch(inline=False)
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