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b84ac46 29ff052 b84ac46 1158d9e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | import gradio as gr
from fastai.vision.all import *
learn = load_learner('model.pkl')
categories = ('F1', 'indy')
def classify_image(img):
_,_,probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
examples = ['F1.jpg', 'indy.jpg', 'rally.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |