TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object
Detection Network for Low Power Microcontrollers

TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers

22 May 2023

Julian Moosmann

Michele Magno

Papers citing "TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers"

14 / 14 papers shown

Title
FACETS: Efficient Once-for-all Object Detection via Constrained Iterative Search Tony Tran Bin Hu 39 0 0 27 Mar 2025
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators Taesik Gong F. Kawsar Chulhong Min 75 3 0 09 Dec 2024
DSORT-MCU: Detecting Small Objects in Real-Time on Microcontroller Units Liam Boyle Julian Moosmann Nicolas Baumann Seonyeong Heo Michele Magno ObjD 48 2 0 22 Oct 2024
L-VITeX: Light-weight Visual Intuition for Terrain Exploration Antar Mazumder Zarin Anjum Madhiha 57 0 0 10 Oct 2024
LeYOLO, New Scalable and Efficient CNN Architecture for Object Detection Lilian Hollard Lucas Mohimont N. Gaveau L. Steffenel ObjD 42 3 0 20 Jun 2024
Squeezed Edge YOLO: Onboard Object Detection on Edge Devices Edward Humes Mozhgan Navardi T. Mohsenin 25 7 0 18 Dec 2023
Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis Pietro Bonazzi Yawei Li Sizhen Bian Michele Magno 24 0 0 15 Dec 2023
Synergy: Towards On-Body AI via Tiny AI Accelerator Collaboration on Wearables Taesik Gong S. Jang Utku Günay Acer F. Kawsar Chulhong Min 41 2 0 11 Dec 2023
Enhancing Lightweight Neural Networks for Small Object Detection in IoT Applications Liam Boyle Nicolas Baumann Seonyeong Heo Michele Magno ObjD 20 5 0 13 Nov 2023
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 41 12 0 02 Nov 2023
A Machine Learning-oriented Survey on Tiny Machine Learning Luigi Capogrosso Federico Cunico D. Cheng Franco Fummi Marco Cristani SyDa MU 32 34 0 21 Sep 2023
TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation Pietro Bonazzi Thomas Rüegg Sizhen Bian Yawei Li Michele Magno 20 10 0 15 Jul 2023
Flexible and Fully Quantized Ultra-Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems Julian Moosmann H. Mueller Nicky Zimmerman Georg Rutishauser Luca Benini Michele Magno 33 8 0 12 Jul 2023
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 123 466 0 17 Oct 2020