Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision

26 March 2018

Papers citing "Latency and Throughput Characterization of Convolutional Neural Networks for Mobile Computer Vision"

8 / 8 papers shown

Title
Benchmarking Edge AI Platforms for High-Performance ML Inference Rakshith Jayanth Neelesh Gupta Viktor Prasanna BDL 36 1 0 23 Sep 2024
DISCO: Distributed Inference with Sparse Communications Minghai Qin Chaowen Sun Jaco A. Hofmann D. Vučinić FedML 27 1 0 22 Feb 2023
LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality Haoxin Wang Baekgyu Kim Jiang Xie Zhun Han 13 16 0 27 May 2022
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Mario Almeida Stefanos Laskaridis Abhinav Mehrotra L. Dudziak Ilias Leontiadis Nicholas D. Lane HAI 112 44 0 28 Sep 2021
DeepRT: A Soft Real Time Scheduler for Computer Vision Applications on the Edge Zhe Yang K. Nahrstedt Hongpeng Guo Qian Zhou 19 21 0 05 May 2021
Energy Drain of the Object Detection Processing Pipeline for Mobile Devices: Analysis and Implications Haoxin Wang Baekgyu Kim Jiang Xie Zhu Han 17 14 0 26 Nov 2020
AOWS: Adaptive and optimal network width search with latency constraints Maxim Berman Leonid Pischulin N. Xu Matthew B. Blaschko Gérard Medioni 38 29 0 21 May 2020
Embedded CNN based vehicle classification and counting in non-laned road traffic M. Chauhan Arshdeep Singh Mansi Khemka Arneish Prateek Rijurekha Sen 16 66 0 18 Jan 2019