Search Results for author: Sammy Sidhu

Found 3 papers, 1 papers with code

Scalable Primitives for Generalized Sensor Fusion in Autonomous Vehicles

no code implementations1 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.

3D Object Detection Autonomous Driving +1

SqueezeNAS: Fast neural architecture search for faster semantic segmentation

1 code implementation5 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 #50 on Semantic Segmentation on Cityscapes val (using extra training data)

Image Classification Neural Architecture Search +1

DSCnet: Replicating Lidar Point Clouds with Deep Sensor Cloning

no code implementations17 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).

Autonomous Vehicles Depth Estimation +4

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