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_000000339312.249bn2o5

ID: 24775616

Label: non_person

COCO_train2014_000000145741.249bfuna

ID: 24788302

Label: non_person

COCO_train2014_000000338969.249bn2fj

ID: 24775636

Label: non_person

COCO_train2014_000000147890.249bg064

ID: 24788170

Label: non_person

COCO_train2014_000000355830.249ckoh0

ID: 24737947

Label: person

COCO_train2014_000000095032.249bdu4b

ID: 24791669

Label: non_person

COCO_train2014_000000382171.249bo0j2

ID: 24772844

Label: non_person

COCO_train2014_000000377241.249cl6fc

ID: 24736658

Label: 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	333,157
No. of clones	99