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#|export | |
from fastai.vision.all import * | |
import gradio as gr | |
#|export | |
learn = load_learner('model.pkl') | |
#|export | |
def output(img): | |
predict,index,probs = learn.predict(img) | |
probs = torch.max(probs) | |
return f'The picture is appear to be {predict} with probability = {probs}' | |
#|export | |
image = gr.inputs.Image(shape=(192,192)) | |
label = gr.outputs.Label() | |
examples = ['images/bean.jpg', 'images/tesla.jpg', 'images/Boeing.jpg', 'images/bird.jpg', 'images/boat.jpg', | |
'images/french.jpg','images/fat-cat.jpg'] | |
intf = gr.Interface(fn=output, inputs=image, outputs=label, examples=examples) | |
intf.launch(inline=True) |