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import gradio as gr
from fastai.vision.all import *
learn = load_learner('export.pkl')
def predict_image(img):
prediction, _, _ = learn.predict(img)
return prediction
# UI huggface
# image = gr.Image(shape=(192, 192))
# label = gr.Label()
#intrfce = gr.Interface(fn=predict_image, inputs=image, outputs=label)
intrfce = gr.Interface(fn=predict_image,
inputs=gr.Image(type="pil"),
outputs=gr.Label(num_top_classes=3)).launch()
# intrfce.launch(inline=False) |