no code implementations • 17 Mar 2017 • Amr Suleiman, Yu-Hsin Chen, Joel Emer, Vivienne Sze
Computer vision enables a wide range of applications in robotics/drones, self-driving cars, smart Internet of Things, and portable/wearable electronics.
1 code implementation • 22 Dec 2016 • Vivienne Sze, Yu-Hsin Chen, Joel Emer, Amr Suleiman, Zhengdong Zhang
Machine learning plays a critical role in extracting meaningful information out of the zetabytes of sensor data collected every day.
no code implementations • 27 Jul 2016 • Amr Suleiman, Zhengdong Zhang, Vivienne Sze
This paper presents a programmable, energy-efficient and real-time object detection accelerator using deformable parts models (DPM), with 2x higher accuracy than traditional rigid body models.