Jenny Plunkett / Visual Wake Words - TinyMLPerf Public

Target: Cortex-M4F 80MHz Clone this project

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Visual Wake Words - TinyMLPerf

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Data (109,604 items)

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COCO_train2014_000000301295.249cjgsj

ID: 24741451

Label: person

COCO_train2014_000000087363.249bdoon

ID: 24792161

Label: non_person

COCO_train2014_000000053778.249bd06t

ID: 24794361

Label: non_person

COCO_train2014_000000229419.249bi6rk

ID: 24782751

Label: non_person

COCO_train2014_000000363605.249bnjii

ID: 24774046

Label: non_person

COCO_train2014_000000101895.249beua0

ID: 24791209

Label: non_person

COCO_train2014_000000252215.249cgm58

ID: 24744464

Label: person

COCO_train2014_000000116617.249bf9o3

ID: 24790226

Label: non_person

Model accuracy (Unoptimized (float32))

Validation set

81.4%

Test set

73.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

2168 ms.

Peak RAM usage

106.0K

Flash usage

301.4K

Run this model

On any device

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Dataset summary

Data collected

109,604 items

Labels

non_person, person

Project info

Project ID	29439
Project version	1
License	BSD 3-Clause Clear
No. of views	332,937
No. of clones	98