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e571df7 9d1d599 e571df7 3e4d856 e571df7 1047b47 e571df7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | from fastai.vision.all import *
import gradio as gr
learn = load_learner('vanillaorcoffee.pkl')
categories = ('coffee', 'vanilla')
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.Image()
label = gr.Label()
examples = ['vanilla.jpg', 'coffee.jpg']
intf = gr.Interface(fn = classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |