38 citations · 106 across the 12 of their papers we have counts for
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cs.CV2024★ 2 cited
microYOLO: Towards Single-Shot Object Detection on Microcontrollers
Mark Deutel, Christopher Mutschler, Jürgen Teich
This work-in-progress paper presents results on the feasibility of single-shot object detection on microcontrollers using YOLO. Single-shot object detectors like YOLO are widely us…
cs.LG2024★ 17 cited
On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers
Mark Deutel, Frank Hannig, Christopher Mutschler +1
On-device training of DNNs allows models to adapt and fine-tune to newly collected data or changing domains while deployed on microcontroller units (MCUs). However, DNN training is…