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import gradio as gr
from fastai.learner import load_learner
categories = 'grizzly','black','teddy'
learn_inf = load_learner('model/trained_image_model.pkl')
def classify_image(img):
pred, idx, probs = learn_inf.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.Image()
label = gr.Label()
examples = ["images/grizzly.jpg"]
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False, share=False)
# intf.launch(inline=False, share=True, auth=("admin", "pass1234"))
# demo = gr.Interface(
# fn=greet,
# inputs=["text", "slider"],
# outputs=["text"],
# analytics_enabled=False
# )
# demo.launch(auth=("admin", "pass1234"), share=True) |