Ultra-Efficient On-Device Object Detection on AI-Integrated Smart
Glasses with TinyissimoYOLO

Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO

2 November 2023

Julian Moosmann

Pietro Bonazzi

Sizhen Bian

Luca Benini

Michele Magno

Papers citing "Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO"

9 / 9 papers shown

Title
DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units Liam Boyle Julian Moosmann Nicolas Baumann Seonyeong Heo Michele Magno ObjD 43 2 0 22 Oct 2024
On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface Sizhen Bian Pixi Kang Julian Moosmann Mengxi Liu Pietro Bonazzi Roman Rosipal Michele Magno 44 1 0 25 Aug 2024
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow Philip Wiese Gamze İslamoğlu Moritz Scherer Luka Macan Victor J. B. Jung Alessio Burrello Francesco Conti Luca Benini 25 0 0 05 Aug 2024
On-Device Training Empowered Transfer Learning For Human Activity Recognition Pixi Kang Julian Moosmann Sizhen Bian Michele Magno 39 0 0 04 Jul 2024
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones H. Müller V. Kartsch Luca Benini 33 3 0 27 Jun 2024
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data Carmen Martin-Turrero Maxence Bouvier Manuel Breitenstein Pietro Zanuttigh Vincent Parret 21 4 0 02 Feb 2024
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis Pietro Bonazzi Yawei Li Sizhen Bian Michele Magno 13 0 0 15 Dec 2023
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 124 669 0 24 Jan 2021
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 123 189 0 19 Mar 2020