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__all__ = ['learn', 'categories', 'classify_images', 'image', 'label', 'intf'] | |
from fastai.vision.all import * | |
import gradio as gr | |
learn = load_learner('export.pkl') | |
categories = ('barn', 'barred', 'snowy') | |
def classify__images(img): | |
preds,idx,probs = learn.predict(img) | |
return dict(zip(categories, map(float, probs))) | |
image = gr.inputs.Image(shape=(192,192)) | |
label = gr.outputs.Label() | |
intf = gr.Interface(fn=classify__images, inputs=image, outputs=label) | |
intf.launch(inline=False) |