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8849efa e6bf702 8849efa e6bf702 8849efa | 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
def ice_cream(x): return x[0].isupper()
learn = load_learner('export.pkl')
categories = ('choco chip', 'classical chocolate','mint chocolate')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories,map(float,probs)))
image = gr.Image(width=192,height=192)
label = gr.Label()
examples = ['images/img1.png','images/img2.png','images/image.png']
intf = gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)
intf.launch(inline=False) |