Spaces:
Runtime error
Runtime error
| import gradio as gr | |
| from fastai.vision.all import * | |
| import skimage | |
| learn = load_learner('itlarni_zoti_klassifikatsiyasi.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 = 'Dog type Classifier' | |
| description = 'A dog type classifier trained on random images from internet with fastai. Created as a demo for Gradio and HuggingFace Spaces.' | |
| #examples = ['GrizzlyBearJeanBeaufort.jpg'] | |
| gr.Interface(fn = predict, | |
| inputs = 'image', | |
| outputs = 'label', | |
| title = title, | |
| description = description | |
| #examples = examples | |
| ).launch() |