File size: 388 Bytes
da3cb46 0f10263 da3cb46 0f10263 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
!pip install fastai
from fastai.vision.all import *
import gradio as gr
learner = load_learner('model.pkl')
categories = ("Dog", "Cat")
def infer(img):
_, _, prob = learner.predict(img)
return dict(zip(categories, map(float, prob)))
image = gr.inputs.Image(shape(192, 192))
label = gr.outputs.Label()
iface = gr.Interface(fn=infer, inputs=image, outputs=label)
iface.launch() |