Spaces:
Runtime error
Runtime error
| # AUTOGENERATED! DO NOT EDIT! File to edit: ../app.ipynb. | |
| # %% auto 0 | |
| __all__ = ['learn', 'labels', 'inputs', 'label', 'intf', 'classify_image'] | |
| # %% ../app.ipynb 1 | |
| import numpy as np | |
| from fastai.vision.all import * | |
| import gradio as gr | |
| # %% ../app.ipynb 3 | |
| learn = load_learner("face_mask_detection_model.pkl") | |
| # %% ../app.ipynb 5 | |
| labels = ["Wearing Mask", "No Mask"] | |
| def classify_image(img): | |
| pred, idx, probs = learn.predict(img) | |
| return labels[np.argmax(probs)] | |
| # %% ../app.ipynb 6 | |
| inputs = gr.Webcam(mirror_webcam=True, streaming=True) | |
| label = gr.outputs.Label() | |
| intf = gr.Interface(fn=classify_image, inputs=inputs, outputs=label, live=True) | |
| intf.launch(inline=False) | |