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from fastai.vision.all import * | |
import gradio as gr | |
learn = load_learner('model-monet-picasso.pkl') | |
categories = ('Monet', 'Picasso') | |
def classify_image(img): | |
pred,idx,probs = learn.predict(img) | |
return dict(zip( categories, map(float,probs) ) ) | |
image = gr.inputs.Image(shape=(192,192)) | |
label = gr.outputs.Label() | |
examples = ['monet-image.jpeg', 'picasso-image.jpg', 'monet-style.jpg', 'renoir.jpeg', 'fake-picasso_art_forgery.jpg'] | |
intf = gr.Interface( fn=classify_image, inputs=image, outputs=label, examples=examples) | |
intf.launch( inline=False ) | |