Knowledge Distillation in Object Detection for Resource-Constrained Edge Computing

Knowledge Distillation in Object Detection for Resource-Constrained Edge Computing

Edge computing, a distributed computing paradigm that places small yet capable computing devices near data sources and IoT sensors, is gaining widespread adoption in various real-world applications, such as real-time intelligent drones, autonomous vehicles, and robotics. Object detection (OD) is an...

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Bibliographic Details
Main Authors: Arief Setyanto, Theopilus Bayu Sasongko, Muhammad Ainul Fikri, Dhani Ariatmanto, I. Made Artha Agastya, Rakandhiya Daanii Rachmanto, Affan Ardana, In Kee Kim
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Object detection
knowledge distillation
contrastive representation distillation
YOLOv4
MobilenetV2
RepViT
Online Access:https://ieeexplore.ieee.org/document/10852314/
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