top of page

News to help your R&D in artificial intelligence, machine learning, robotics, computer vision, smart hardware

As an Amazon Associate I earn

from qualifying purchases

Writer's picturemorrislee

Counting new objects in image using only a few examples

Counting new objects in image using only a few examples


Learning To Count Everything

arXiv paper abstract https://arxiv.org/abs/2104.08391



Existing works on visual counting primarily focus on one specific category at a time, such as people, animals, and cells.

... we ... count objects from any category given only a few annotated instances

... present a novel method that takes a query image together with a few exemplar objects from the query image and predicts a density map for the presence of all objects

... present a novel adaptation strategy to adapt our network to any novel visual category at test time, using only a few exemplar objects

... images ... annotated with ... dots and bounding boxes

... method outperforms several state-of-the-art object detectors and few-shot counting approaches. ...


Please like and share this post if you enjoyed it using the buttons at the bottom!


Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact

Web site with my other posts by category https://morrislee1234.wixsite.com/website


113 views0 comments

Commenti


ClickBank paid link

bottom of page