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Build error
Build error
| import gradio as gr | |
| from fastai.vision.all import * | |
| import skimage | |
| learn = load_learner('nyc_iconic_buildings.pkl') | |
| labels = learn.dls.vocab | |
| def predict(img): | |
| img = PILImage.create(img) | |
| pred, pred_idx, probs = learn.predict(img) | |
| return {labels[i]: float(probs[i]) for i in range(len(labels))} | |
| title = 'NYC Iconic Buildings Classifier' | |
| description = 'This is an image classifier based on fastai course, lesson 2. Image references: Wikipedia' | |
| interpretation = 'default' | |
| examples = ['empire_state_building.jpg', 'flatiron_building.jpg', 'chrysler_building.jpg'] | |
| enable_queue = True | |
| gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), | |
| outputs=gr.outputs.Label(num_top_classes=3), title=title, | |
| description=description, | |
| examples=examples, | |
| interpretation=interpretation, enable_queue=enable_queue).launch() |