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Runtime error
| from fastai.vision.all import * | |
| import gradio as gr | |
| # model | |
| learn = load_learner("face_mask_detection_model.pkl") | |
| labels = {"Wearing Mask", "No Mask"} | |
| def classify_image(img): | |
| pred, idx, probs = learn.predict(img) | |
| return dict(zip(labels, map(float, probs))) | |
| # gradio interface | |
| image = gr.inputs.Image(shape=(224,224)) | |
| label = gr.outputs.Label() | |
| examples = ["example.jpg"] | |
| intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples) | |
| intf.launch(inline=False) |