Wake Vision: A Large-scale, Diverse Dataset and Benchmark Suite for TinyML Person Detection.

Nat Jeffries

Colby R. Banbury Emil J. Njor Matthew Stewart Pete Warden Manjunath Kudlur Nat Jeffries Xenofon Fafoutis Vijay Janapa Reddi Wake Vision: A Large-scale, Diverse Dataset and Benchmark Suite for TinyML Person Detection. 2024 abs/2405.00892 CoRR https://doi.org/10.48550/arXiv.2405.00892 db/journals/corr/corr2405.html#abs-2405-00892

Nat Jeffries Evan King Manjunath Kudlur Guy Nicholson James Wang Pete Warden Moonshine: Speech Recognition for Live Transcription and Voice Commands. 2024 abs/2410.15608 CoRR https://doi.org/10.48550/arXiv.2410.15608 db/journals/corr/corr2410.html#abs-2410-15608 streams/journals/corr

Matthew Stewart Pete Warden Yasmine Omri Shvetank Prakash Joao Santos Shawn Hymel Benjamin Brown Jim MacArthur Nat Jeffries Brian Plancher Vijay Janapa Reddi Datasheets for Machine Learning Sensors. 2023 abs/2306.08848 CoRR https://doi.org/10.48550/arXiv.2306.08848 db/journals/corr/corr2306.html#abs-2306-08848

Robert David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries Jian Li Nick Kreeger Ian Nappier Meghna Natraj Tiezhen Wang Pete Warden Rocky Rhodes TensorFlow Lite Micro: Embedded Machine Learning for TinyML Systems. 2021 MLSys https://proceedings.mlsys.org/paper_files/paper/2021/hash/6c44dc73014d66ba49b28d483a8f8b0d-Abstract.html conf/mlsys/2021 db/conf/mlsys/mlsys2021.html#DavidDJRJLKNNWW21 Colby R. Banbury Vijay Janapa Reddi Peter Torelli Nat Jeffries Csaba Király 0002 Jeremy Holleman Pietro Montino David Kanter Pete Warden Danilo Pau Urmish Thakker Antonio Torrini Jay Cordaro Giuseppe Di Guglielmo Javier M. Duarte Honson Tran Nhan Tran Wenxu Niu Xuesong Xu MLPerf Tiny Benchmark. 2021 NeurIPS Datasets and Benchmarks https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/da4fb5c6e93e74d3df8527599fa62642-Abstract-round1.html conf/nips/2021db db/conf/nips/neurips2021db.html#BanburyRTJ0HMKW21

Colby R. Banbury Vijay Janapa Reddi Peter Torelli Jeremy Holleman Nat Jeffries Csaba Király 0002 Pietro Montino David Kanter Sebastian Ahmed Danilo Pau Urmish Thakker Antonio Torrini Pete Warden Jay Cordaro Giuseppe Di Guglielmo Javier M. Duarte Stephen Gibellini Videet Parekh Honson Tran Nhan Tran Wenxu Niu Xuesong Xu MLPerf Tiny Benchmark. 2021 abs/2106.07597 CoRR https://arxiv.org/abs/2106.07597 db/journals/corr/corr2106.html#abs-2106-07597

Robert David Jared Duke Advait Jain Vijay Janapa Reddi Nat Jeffries Jian Li Nick Kreeger Ian Nappier Meghna Natraj Shlomi Regev Rocky Rhodes Tiezhen Wang Pete Warden TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems. 2020 abs/2010.08678 CoRR https://arxiv.org/abs/2010.08678 db/journals/corr/corr2010.html#abs-2010-08678

Sebastian Ahmed Colby R. Banbury Benjamin Brown Jay Cordaro Robert David Javier M. Duarte Jared Duke Xenofon Fafoutis Stephen Gibellini Giuseppe Di Guglielmo Jeremy Holleman Shawn Hymel Advait Jain David Kanter Evan King Csaba Király 0002 Nick Kreeger Manjunath Kudlur Jian Li Jim MacArthur Pietro Montino Ian Nappier Meghna Natraj Guy Nicholson Wenxu Niu Emil J. Njor Yasmine Omri Videet Parekh Danilo Pau Brian Plancher Shvetank Prakash Vijay Janapa Reddi Shlomi Regev Rocky Rhodes Joao Santos Matthew Stewart Urmish Thakker Peter Torelli Antonio Torrini Honson Tran Nhan Tran James Wang Tiezhen Wang Pete Warden Xuesong Xu