| # !pip install -Uqq fastbook | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| def is_cat(x): return x[0].isupper() | |
| learn = load_learner('export.pkl') | |
| categories= ['Dog','Cat'] | |
| 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() | |
| Intf= gr.Interface(fn=classify_image, inputs=image, outputs=Label) | |
| Intf.launch(inline=False) | |