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c4f6d16 cadbdee c4f6d16 518147b 4dddaf2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | from fastai.vision.all import *
import gradio as gr
def is_cat(x):
return x[0].isupper()
learn = load_learner('model.pkl')
categories = ('Dog', 'Cat')
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
examples = ['example1.jpeg', 'example2.jpeg', 'example3.jpeg', 'example4.jpeg']
iface = gr.Interface(fn=classify_image, inputs="image", outputs="label", examples=examples)
iface.launch() |