| import gradio as gr | |
| from fastai.vision.all import * | |
| learn_inf = load_learner('export.pkl') | |
| def greet(image): | |
| pred,pred_idx,probs = learn_inf.predict(image) | |
| return f'Prediction: {pred}; Probability: {probs[pred_idx]:.04f}' | |
| image = gr.inputs.Image(shape=(192,192)) | |
| label = gr.outputs.Label() | |
| iface = gr.Interface(fn=greet, inputs=image, outputs=label) | |
| iface.launch() |