Zalmotek / Nicla Sense - Activity tracking 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.

Nicla Sense - Activity tracking

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 (66 samples)

View all

Staying.json.3cvd3k9t.ingestion-665fbf949-fhjk5

ID: 149696317

Label: Staying

Sample length: 10s

Staying.json.3cvd627h.ingestion-665fbf949-fvfgz

ID: 149696276

Label: Staying

Sample length: 10s

Climbing_Step.json.3cdktbvp.ingestion-55b9b68fc8-fmbxf.json.3cvb7a7e.ingestion-665fbf949-fhjk5(1).s2

ID: 149696311

Label: Climbing

Sample length: 10s

Walking.json.3cvdr0oa.ingestion-665fbf949-shj6m

ID: 149696269

Label: Walking

Sample length: 10s

Staying.json.3cvd1h43.ingestion-665fbf949-fvfgz

ID: 149696295

Label: Staying

Sample length: 10s

Walking.json.3cvdiuph.ingestion-665fbf949-fvfgz

ID: 149696315

Label: Walking

Sample length: 10s

Staying.json.3cvd0mu6.ingestion-665fbf949-fvfgz

ID: 149696316

Label: Staying

Sample length: 10s

Walking.json.3cvdq4kn.ingestion-665fbf949-fvfgz

ID: 149696271

Label: Walking

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

98.1%

Test set

94.1%

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

Latency

5 ms.

Peak RAM usage

1.9K

Flash usage

18.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

10m 59s

Sensors

accel.x, accel.y, accel.z, gyro.x, gyro.y, gyro.z, ori.heading, ori.pitch, ori.roll, rotation.x, rotation.y, rotation.z, rotation.w @ 8Hz

Labels

Climbing, Staying, Walking

Project info

Project ID	137840
Project version	1
License	Apache 2.0
No. of views	15,611
No. of clones	22