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from fastai.vision.all import * | |
learn = load_learner('movie_genre_model.pkl') | |
labels = learn.dls.vocab | |
def predict(img): | |
img = PILImage.create(img) | |
pred,pred_idx,probs = learn.predict(img) | |
return {labels[i]: float(probs[i]) for i in range(len(labels))} | |
gr.Interface( | |
fn=predict, | |
inputs=gr.inputs.Image(shape=(512, 512)), | |
outputs=gr.outputs.Label(num_top_classes=3), | |
title= "Movie Poster Genre Classifier", | |
examples=['3311988.jpg', '2460746.jpg', '4840666.jpg', '2104994.jpg'], | |
interpretation='default', | |
enable_queue=True | |
).launch() |