Skip to main content

Blog

Learn About Our Meetup

5000+ Members

MEETUPS

LEARN, CONNECT, SHARE

Join our meetup, learn, connect, share, and get to know your Toronto AI community. 

JOB POSTINGS

INDEED POSTINGS

Browse through the latest deep learning, ai, machine learning postings from Indeed for the GTA.

CONTACT

CONNECT WITH US

Are you looking to sponsor space, be a speaker, or volunteer, feel free to give us a shout.

[D] Is there a SOTA model or standardized dataset with a focus on detection/classification of object *attributes*, not just object type?

Hi, pretty new to computer vision here. I’ve seen a lot of standardized datasets for CV such as MNIST, CIFAR-10, ImageNet, etc. ImageNet in particular stood out to me because of how specific a lot of the image classifications were, such as “pug” or “dalmation”. However, is there a model out there which focuses on classifying attributes of the object e.g. dog color, or a standardized dataset that would enable that analysis?

Pointing me towards the relevant literature would be really appreciated! I’ve done my Googling but I think I might not know the specific terms used in this domain to describe stuff like this, because I keep running into generic object classification and detection without the object attributes.

submitted by /u/toadsofbattle
[link] [comments]