Jenny Plunkett / Sense2GoL-Pulse Radar Public

Target: Cortex-M4F 80MHz Clone this project

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Sense2GoL-Pulse Radar

Use this project to train a model to detect gestures using an Infineon Sense2GoL-Pulse radar development kit & Edge Impulse!

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (726 samples)

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reach.json.1ssupl87.s16

ID: 7699255

Label: reach

Sample length: 1s

tap.json.1ssu631v.s9

ID: 7699339

Label: tap

Sample length: 1s

pinch.json.1st05cc7.s10

ID: 7698942

Label: pinch

Sample length: 1s

pinch.json.1ssvc9p7.s2

ID: 7699118

Label: pinch

Sample length: 1s

tap.json.1sssikjl.s10

ID: 7699537

Label: tap

Sample length: 1s

reach.json.1ssurm3e.s17

ID: 7699226

Label: reach

Sample length: 1s

pinch.json.1ssvmf1k.s6

ID: 7699032

Label: pinch

Sample length: 1s

tap.json.1sssctu5.s3

ID: 7699567

Label: tap

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

86.1%

Test set

82.9%

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

Latency

1 ms.

Peak RAM usage

4.0K

Flash usage

34.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

14m 31s

Sensors

I, Q @ 75Hz

Labels

nothing, pinch, reach, tap

Project info

Project ID	16659
Project version	1
License	BSD 3-Clause Clear
No. of views	38,753
No. of clones	20