| import gradio as gr | |
| import fastai as fastai | |
| from fastcore.all import * | |
| from fastai.vision.all import * | |
| learn = load_learner('model.pkl') | |
| categories=('active','drowsy') | |
| def classify(image): | |
| pred,idx,probs=learn.predict(image) | |
| return dict(zip(categories,map(float,probs))) | |
| inter=gr.Interface(fn=classify, inputs='image', outputs='text') | |
| inter.launch() |