Spaces:
Runtime error
Runtime error
# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb. | |
# %% auto 0 | |
__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image'] | |
# %% app.ipynb 2 | |
from fastai.vision.all import * | |
import gradio as gr | |
# %% app.ipynb 5 | |
learn = load_learner('model.pkl') | |
# %% app.ipynb 7 | |
categories = ('Above Average', 'Below Average') | |
def classify_image(img): | |
pred,idx,probs = learn.predict(img) | |
return dict(zip(categories, map(float,probs))) | |
# %% app.ipynb 9 | |
image = gr.inputs.Image(shape=(192,192)) | |
label = gr.outputs.Label() | |
examples = ['bird.jpg', 'above_average.jpg', 'below_average.jpg'] | |
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
intf.launch(inline=False,share=True) | |