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import gradio as gr
import fastai
from fastai.learner import load_learner
def greet(name):
return "Hello " + name + "!!"
learn = load_learner('bear-model.pkl')
categories = ('Grizzly', 'Black', 'Teddy')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
image = gr.inputs.Image(shape=(224,224))
label = gr.outputs.Label()
examples = ['black.jpeg', 'grizzly.jpeg', 'teddy.jpeg']
iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
iface.launch() |