A Light-Weight CNN for Object Detection with Sparse Model and Knowledge Distillation

A Light-Weight CNN for Object Detection with Sparse Model and Knowledge Distillation

This study details the development of a lightweight and high performance model, targeting real-time object detection. Several designed features were integrated into the proposed framework to accomplish a light weight, rapid execution, and optimal performance in object detection. Foremost, a sparse a...

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Bibliographic Details
Main Authors: Jing-Ming Guo, Jr-Sheng Yang, Sankarasrinivasan Seshathiri, Hung-Wei Wu
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Electronics
Subjects:
CNN
object detection
sparse model
knowledge distillation
student–teacher model
Online Access:https://www.mdpi.com/2079-9292/11/4/575

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