no code implementations • 1 Dec 2021 • Sammy Sidhu, Linda Wang, Tayyab Naseer, Ashish Malhotra, Jay Chia, Aayush Ahuja, Ella Rasmussen, Qiangui Huang, Ray Gao
This paves the way for the industry to jointly design hardware and software architectures as well as large fleets with heterogeneous configurations.
1 code implementation • 5 Aug 2019 • Albert Shaw, Daniel Hunter, Forrest Iandola, Sammy Sidhu
For real time applications utilizing Deep Neural Networks (DNNs), it is critical that the models achieve high-accuracy on the target task and low-latency inference on the target computing platform.
Ranked #61 on Semantic Segmentation on Cityscapes val (using extra training data)
no code implementations • 17 Nov 2018 • Paden Tomasello, Sammy Sidhu, Anting Shen, Matthew W. Moskewicz, Nobie Redmon, Gayatri Joshi, Romi Phadte, Paras Jain, Forrest Iandola
Recently, autonomous vehicles have created a demand for depth information, which is often obtained using hardware sensors such as Light detection and ranging (LIDAR).