Spaces:
Sleeping
Sleeping
File size: 684 Bytes
3afcd30 f2d618a 3afcd30 f2d618a 3afcd30 f2d618a 3afcd30 f2d618a 3afcd30 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 |
from fastai.vision.all import *
import gradio as gr
loaded_model = load_learner('model.pkl')
categories = loaded_model.dls.vocab
def classify_image(img):
pred,idx,prob = loaded_model.predict(img)
return dict(zip(categories, map(float, prob)))
image = gr.components.Image(height=512, width=512)
label = gr.components.Label()
title = "Pascal Multi Label Classifier"
description = "A multi label classifier trained on Pascal dataset."
examples = ['multilabel_bird_on_horse.jpg']
enable_queue=True
iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, title=title,description=description,examples=examples)
iface.queue(max_size=3)
iface.launch(inline=False)
|