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Build error
File size: 491 Bytes
256f1a9 047afd8 256f1a9 047afd8 256f1a9 809ddf1 047afd8 039521e 047afd8 dc922c1 047afd8 039521e 047afd8 039521e b732f25 039521e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | import gradio as gr
from fastai.vision.all import *
def is_cat(x): return x[0].isupper()
learn = load_learner('model.pkl')
categories = ('Grizzly', 'Black', 'Teddy')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
examples = ['grizzly.jpg', 'teddy.jpg', 'dunno.jpg']
intf = gr.Interface(
fn=classify_image,
inputs=gr.Image(height=192, width=192),
outputs=gr.Label(),
examples=examples
)
intf.launch()
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