Rodolfo Cossovich / gesto-umi Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

gesto-umi

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 (69 samples)

View all

umi-big.693dgckj.s30.s31.s23

ID: 2421762507

Label: big

Sample length: 400ms

umi-small.693do1ph.s29.s29.s29

ID: 2421762462

Label: small

Sample length: 400ms

umi-big.693dgckj.s30.s31.s5

ID: 2421762481

Label: big

Sample length: 400ms

umi-small.693do1ph.s29.s29.s19

ID: 2421762444

Label: small

Sample length: 400ms

umi-big.693dgckj.s30.s31.s37

ID: 2421762522

Label: big

Sample length: 600ms

umi-small.693do1ph.s29.s29.s14

ID: 2421762436

Label: small

Sample length: 400ms

umi-big.693dgckj.s30.s31.s10

ID: 2421762488

Label: big

Sample length: 400ms

umi-big.693dgckj.s30.s31.s27

ID: 2421762511

Label: big

Sample length: 400ms

Model accuracy (Unoptimized (float32))

Validation set

95.5%

Test set

81.0%

On-device performance (Nordic nRF52840 DK (Cortex-M4F 64MHz), Quantized (int8))

Latency

35 ms.

Peak RAM usage

10.6K

Flash usage

47.5K

Run this model

On any device

Clone project

Dataset summary

Data collected

1m 28s

Sensors

ax, ay, az, gx, gy, gz @ 50Hz

Labels

big, idle, small

Project info

Project ID	827156
License	3-Clause BSD
No. of views	402
No. of clones	0