High-Performance and Lightweight AI Model for Robot Vacuum Cleaners with Low Bitwidth Strong Non-Uniform Quantization

High-Performance and Lightweight AI Model for Robot Vacuum Cleaners with Low Bitwidth Strong Non-Uniform Quantization

Artificial intelligence (AI) plays a critical role in the operation of robot vacuum cleaners, enabling them to intelligently navigate to clean and avoid indoor obstacles. Due to limited computational resources, manufacturers must balance performance and cost. This necessitates the development of lig...

Full description

Bibliographic Details
Main Authors: Qian Huang, Zhimin Tang
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:AI
Subjects:
low bitwidth
weight quantization
strong non-uniform
memory
deep learning
Online Access:https://www.mdpi.com/2673-2688/4/3/29

Internet

https://www.mdpi.com/2673-2688/4/3/29

Similar Items