SahithJP/Testing

1__all__=['is_cat','learn','classify_image','categories','image','label','examples','intf']2from gettext import install3 4 5 6from fastai.vision.all import*7import gradio as gr8 9def is_cat(x): return x[0].isupper()10 11learn = load_learner('model.pkl')12 13categories = ('Dog', 'Cat')14 15def classify_image(img):16    pred,idx,probs = learn.predict(img)17    return dict(zip(categories, map(float,probs)))18 19image = gr.inputs.Image(shape=(192,192))20label = gr.outputs.Label()21examples = ['dog.jpg','cat.jpg','dunno.jpg']22intf = gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)23intf.launch(inline=False)