Spaces:
Runtime error
Runtime error
Merge branch 'main' of https://huggingface.co/spaces/aashi-pandey/testingmyspace
b44c0bd
# created in vim editor | |
import gradio as gr | |
import skimage | |
from fastai.vision.all import * | |
def is_cat(x): return x[0].isupper() | |
learn = load_learner('model.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 = "Pet Breed Classifier" | |
description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace Spaces." | |
article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>" | |
examples = ['siamese.jpg'] | |
interpretation='default' | |
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, | |
article=article, | |
examples=examples, | |
interpretation=interpretation, | |
enable_queue=enable_queue).launch() | |