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import gradio as gr | |
from fastai.vision.all import * | |
def what_is_this(x): return x[0].isupper() | |
learn = load_learner('model.pkl') | |
categories = ('Cat', 'Dog') | |
def classify_image(img): | |
pred, idx, probs = learn.predict(img) | |
return dict(zip(categories, map(float, probs))) | |
examples = ['dog_1.jpg', 'cat.jpg'] | |
iface = gr.Interface(fn=classify_image, inputs='image', | |
outputs='label', examples=examples) | |
iface.launch(inline=False, share=True) | |