Scalable distributed visual computing for line-rate video streams
Chen Song, Jiacheng Chen, Ryan Shea, Andy Sun, Arrvindh Shriraman, Jiangchuan Liu · 2018
The past decade has witnessed significant breakthroughs in the world of computer vision. Recent deep learning-based computer vision algorithms exhibit strong performance on recognition, detection, and segmentation. While the development of vision algorithms elicits promising applications, it also presents immense computational challenge to the underlying hardware due to its complex nature, especially when attempting to process the data at line-rate.