DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices

21 August 2021

Stephan Patrick Baller

Papers citing "DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices"

21 / 21 papers shown

Title
Efficient Federated Fine-Tuning of Large Language Models with Layer Dropout Shilong Wang Jianchun Liu Hongli Xu Jiaming Yan Xianjun Gao 53 1 0 13 Mar 2025
A Performance Analysis of You Only Look Once Models for Deployment on Constrained Computational Edge Devices in Drone Applications Lucas Rey Ana M. Bernardos Andrzej D. Dobrzycki David Carramiñana Luca Bergesio Juan A. Besada José Ramón Casar 41 3 0 06 Feb 2025
Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices Daghash K. Alqahtani Aamir Cheema Adel N. Toosi 19 4 0 25 Sep 2024
Benchmarking Edge AI Platforms for High-Performance ML Inference Rakshith Jayanth Neelesh Gupta Viktor Prasanna BDL 28 1 0 23 Sep 2024
Computer Vision Model Compression Techniques for Embedded Systems: A Survey Alexandre Lopes Fernando Pereira dos Santos D. Oliveira Mauricio Schiezaro Hélio Pedrini 28 5 0 15 Aug 2024
Edge AI: A Taxonomy, Systematic Review and Future Directions S. Gill Muhammed Golec Jianmin Hu Minxian Xu Junhui Du ... Kejiang Ye Prabal Verma Surendra Kumar Félix Cuadrado Steve Uhlig 39 21 0 04 Jul 2024
LUCID: A Framework for Reducing False Positives and Inconsistencies Among Container Scanning Tools Md. Sadun Haq A. Tosun Turgay Korkmaz UQCV 19 1 0 11 May 2024
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classification Xin Zhang Daochen Zha Qiaoyu Tan 60 0 0 06 May 2024
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 29 10 0 05 Mar 2024
Design and Implementation of Automatic Assisted Aiming System For Robomaster EP Based on YOLOv5 Junjia Qin Kangli Xu 23 0 0 08 Dec 2023
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification José María Rodríguez Corral Javier Civit-Masot Francisco Luna-Perejón Ignacio Díaz-Cano Arturo Morgado-Estévez M. Domínguez-Morales MedIm 20 17 0 20 Nov 2023
Benchmarking Jetson Edge Devices with an End-to-end Video-based Anomaly Detection System Hoang Viet Pham T. Tran Chuong Dinh Le A. D. Le H. Vo 11 3 0 28 Jul 2023
Sustainable Edge Intelligence Through Energy-Aware Early Exiting Marcello Bullo Seifallah Jardak P. Carnelli Deniz Gündüz 21 6 0 23 May 2023
Agile gesture recognition for capacitive sensing devices: adapting on-the-job Ying Liu Liucheng Guo V. Makarov Yuxiang Huang Alexander N. Gorban Evgeny Mirkes Ivan Y. Tyukin 19 2 0 12 May 2023
A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects Leo Pauly Wassim Rharbaoui Carl Shneider A. Rathinam Vincent Gaudillière Djamila Aouada 26 45 0 12 May 2023
Optimizing Deep Learning Models For Raspberry Pi Sa Ameen Kangaranmulle Siriwardana Theodoros Theodoridis VLM 11 6 0 25 Apr 2023
Edge Deep Learning Model Protection via Neuron Authorization Jinyin Chen Haibin Zheng T. Liu Rongchang Li Yao Cheng Xuhong Zhang S. Ji FedML 21 0 0 22 Mar 2023
Google Coral-based edge computing person reidentification using human parsing combined with analytical method N. Gabdullin A. Raskovalov 14 3 0 22 Sep 2022
An Embedded Monocular Vision Approach for Ground-Aware Objects Detection and Position Estimation João G. Melo Edna N. S. Barros 13 7 0 20 Jul 2022
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms Anshul Jindal Michael Gerndt Mohak Chadha Vladimir Podolskiy Pengfei Chen 29 36 0 03 Feb 2021
Benchmarking TinyML Systems: Challenges and Direction Colby R. Banbury Vijay Janapa Reddi Max Lam William Fu A. Fazel ... Jae-sun Seo Jeff Sieracki Urmish Thakker Marian Verhelst Poonam Yadav 100 228 0 10 Mar 2020