| #|export | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| #|export | |
| learn = load_learner('export.pkl') | |
| #|export | |
| categories = ('Gravel Bike','Mountain Bike','Road Bike') | |
| def classify_image(img): | |
| pred,idx,probs = learn.predict(img) | |
| return dict(zip(categories,map(float,probs))) | |
| #|export | |
| examples = ['mtb.jpg','road.jpg'] | |
| intf = gr.Interface(fn=classify_image, inputs="image", outputs="label",examples=examples) | |
| intf.launch(inline=False) |