File size: 679 Bytes
9154b8b e67b2a0 9154b8b 953ba63 9154b8b e67b2a0 eb04f86 e67b2a0 bd93608 e67b2a0 cb823a8 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | import gradio as gr
from fastai.vision.all import *
import skimage
learn = load_learner('export.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 = "Bear Classifier"
description = "A bear classifier trained on some images downloaded from ddg with fastai. Created as a demo for Gradio and HuggingFace Spaces."
examples = ['grizzly.jpg']
interpretation='default'
enable_queue=True
gr.Interface(fn=predict,inputs=gr.Image,outputs=gr.Label,title=title,description=description,examples=examples,enable_queue=enable_queue).launch() |