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Visual Wake Words

Introduced by Aakanksha Chowdhery et al. in Visual Wake Words Dataset12 Jun 2019 archive 2025-07-28

Visual Wake Words represents a common microcontroller vision use-case of identifying whether a person is present in the image or not, and provides a realistic benchmark for tiny vision models.

Source: Visual Wake Words Dataset Image Source: Chowdhery et al

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Image Classification Visual Wake Words HyT-NAS-BA Accuracy 92.25 HyT-NAS: Hybrid Transformers Neural Architecture Search... — 4 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 40. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices 0 4 8 Mar 2023 not harvested

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

Custom

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Visual Wake Words

1 variant name, as the archive lists them.

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