Sunday, March 31, 2019

Action Detection Using Deep Neural Networks: Problems and Solutions

Action detection is one of the most challenging tasks in video processing. It can be useful in security systems and closed-circuit television (CCTV), emotion and gesture tracking, sport event analytics, behavior observation, statistics gathering, etc.

In one of our recent projects, we were challenged with the task of detecting a particular human action in a high-resolution video. In this article, we talk about the importance of finding a balance between accuracy and performance, the challenges we faced with dataset preparation and network configuration, and how these problems can be solved.Image title



from DZone.com Feed https://ift.tt/2VeRtuJ

No comments:

Post a Comment