Spaces:
Runtime error
Runtime error
| import gradio as gr | |
| from fastbook import * | |
| from fastai.vision.widgets import * | |
| categories = ('Kidby', 'Kirby', 'Simonetti') | |
| def classify_image(img): | |
| pred, idx, probs = learn.predict(img) | |
| return dict(zip(categories, map(float, probs))) | |
| class PILImageRGBA(PILImage): _show_args,_open_args = {'cmap':'Viridis'},{'mode': 'RGB'} # Used for loading RGBA input images | |
| learn = load_learner('model.pkl') | |
| image = gr.inputs.Image(shape=(192,192)) | |
| label = gr.outputs.Label() | |
| examples = ['kidby.jpg', 'kirby.jpg', 'simonetti.jpg'] | |
| intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
| intf.launch(inline=False) |