Search Results for author: Amr Suleiman

Found 3 papers, 1 papers with code

Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision

no code implementations17 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.

Self-Driving Cars

Hardware for Machine Learning: Challenges and Opportunities

1 code implementation22 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.

BIG-bench Machine Learning Self-Driving Cars

A 58.6mW Real-Time Programmable Object Detector with Multi-Scale Multi-Object Support Using Deformable Parts Model on 1920x1080 Video at 30fps

no code implementations27 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.

Classification General Classification +3

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