Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for
Ultra-Low-Power Edge Systems

Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems

12 July 2023

Julian Moosmann

Nicky Zimmerman

Georg Rutishauser

Luca Benini

Michele Magno

Papers citing "Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems"

9 / 9 papers shown

Title
Benchmarking Ultra-Low-Power $μ$ NPUs Josh Millar Yushan Huang Sarab Sethi Hamed Haddadi Anil Madhavapeddy BDL 56 0 0 28 Mar 2025
FACETS: Efficient Once-for-all Object Detection via Constrained Iterative Search Tony Tran Bin Hu 31 0 0 27 Mar 2025
Embedded Machine Learning for Solar PV Power Regulation in a Remote Microgrid Yongli Zhu Linna Xu Jian Huang 73 0 0 02 Dec 2024
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
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO Julian Moosmann Pietro Bonazzi Yawei Li Sizhen Bian Philipp Mayer Luca Benini Michele Magno 19 12 0 02 Nov 2023
Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans Nicky Zimmerman H. Müller Michele Magno Luca Benini 18 3 0 19 Oct 2023
Long-Term Localization using Semantic Cues in Floor Plan Maps Nicky Zimmerman Tiziano Guadagnino Xieyuanli Chen Jens Behley C. Stachniss 24 23 0 04 Oct 2022
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
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems R. David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries ... Meghna Natraj Shlomi Regev Rocky Rhodes Tiezhen Wang Pete Warden 103 464 0 17 Oct 2020