Carlos / my-motion-project Public

Target: Cortex-M4F 80MHz 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.

my-motion-project

Accelerometer

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 (80 samples)

View all

left-right.1ng3srqp.ingestion-5b8499f749-t87c9.cbor.1qq5o0fk

ID: 143086838

Label: left-right

Sample length: 10s

up-down.1ng4hru9.ingestion-5b8499f749-q4vrs.cbor.1qq5o2s5

ID: 143086820

Label: up-down

Sample length: 10s

circle.1ng4us3k.ingestion-5b8499f749-28g8v.cbor.1qq5nsp7

ID: 143086866

Label: circle

Sample length: 10s

idle.1ng5i805.ingestion-5b8499f749-t87c9.cbor.1qq5nu74

ID: 143086858

Label: idle

Sample length: 10s

idle.1ng59vuj.ingestion-5b8499f749-28g8v.cbor.1qq5nv9g

ID: 143086848

Label: idle

Sample length: 10s

idle.1ng5er31.ingestion-5b8499f749-t87c9.cbor.1qq5ntpn

ID: 143086859

Label: idle

Sample length: 10s

up-down.1ng4gfi7.ingestion-5b8499f749-q4vrs.cbor.1qq5o2l1

ID: 143086821

Label: up-down

Sample length: 10s

idle.1ng58kh2.ingestion-5b8499f749-t87c9.cbor.1qq5nv60

ID: 143086849

Label: idle

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

99.9%

Test set

79.8%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

8 ms.

Peak RAM usage

5.1K

Flash usage

17.6K

Run this model

On any device

Clone project

Dataset summary

Data collected

13m 20s

Sensors

accX, accY, accZ @ 100Hz

Labels

circle, idle, left-right, up-down

Project info

Project ID	145105
Project version	1
License	Apache 2.0
No. of views	9,077
No. of clones	4