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__all__ = ['learn','classify_images','categories','intf'] | |
from fastai.vision.all import * | |
import gradio as gr | |
def is_cat(x) : return x[0].isupper() | |
learn = load_learner('model.pkl') | |
categories = ('Cat','Dog') | |
def classify_images(img): | |
pred,idx,probs = learn.predict(img) | |
return dict(zip(categories,map(float,probs))) | |
intf=gr.Interface(fn=classify_images,inputs=gr.Image(height=192,width=192),outputs=gr.Label(),examples=['dog.jpg','cat.jpg','dunno.jpg']) | |
intf.launch() | |