Evaluation of Deep Neural Network Compression Methods for Edge Devices Using Weighted Score-Based Ranking Scheme

The demand for object detection capability in edge computing systems has surged. As such, the need for lightweight Convolutional Neural Network (CNN)-based object detection models has become a focal point. Current models are large in memory and deployment in edge devices is demanding. This shows tha...

Full description

Saved in:
Bibliographic Details
Main Authors: Olutosin Ajibola Ademola, Mairo Leier, Eduard Petlenkov
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
Online Access:https://doaj.org/article/348a22621e7447a08b4c016aa14abe64
Tags: Add Tag
No Tags, Be the first to tag this record!