| from fastai.vision.all import * |
| import gradio as gr |
|
|
| def is_goku(x): |
| return x[0].issuper() |
|
|
| learn = load_learner ('model.pkl') |
|
|
| categories = ('Bardock', 'Goku', 'Goku Black', 'Goku Jr.', 'Goten', 'Turles') |
| def classify_image (img): |
| pred, idx, probs = learn.predict(img) |
| return dict(zip(categories, map(float,probs))) |
|
|
| image=gr.Image(type="pil") |
| label=gr.Label(num_top_classes=6) |
| examples =['Goku.jpg', 'Goku Black.jpg', 'Turles.jpg', 'Bardock.jpg', 'Goku Jr..jpg', 'Goten.jpg'] |
| title = "Goku Lookalikes Classifier" |
| intf = gr.Interface(fn=classify_image,inputs=image, outputs=label, examples=examples,title=title) |
| intf.launch(inline=False) |
