File size: 478 Bytes
c4b0cce af26617 7a67cf2 969dbb1 c4b0cce af26617 c4b0cce |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
from fastai.vision.all import *
import gradio as gr
modelPath = Path('export.pkl')
learn = load_learner(modelPath)
categories = ('Cat', 'Dog')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs.Label()
examples = ['cat.jpg', 'dog.png']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |