Zalmotek / Nicla Sense - Activity tracking Public

Target: Cortex-M4F 80MHz Clone this project

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Nicla Sense - Activity tracking

About this project

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Data (66 samples)

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Climbing_Step.json.3cdl04gd.ingestion-55b9b68fc8-fmbxf.json.3cvb7af0.ingestion-665fbf949-shj6m(1).s2

ID: 149696303

Label: Climbing

Sample length: 10s

Walking.json.3cvdt6mu.ingestion-665fbf949-shj6m

ID: 149696263

Label: Walking

Sample length: 10s

Walking.json.3cvdic6p.ingestion-665fbf949-fvfgz

ID: 149696275

Label: Walking

Sample length: 10s

Staying.json.3cvd6hvf.ingestion-665fbf949-shj6m

ID: 149696285

Label: Staying

Sample length: 10s

Staying.json.3cvd7aag.ingestion-665fbf949-fhjk5

ID: 149696286

Label: Staying

Sample length: 10s

Staying.json.3cvd9k6d.ingestion-665fbf949-shj6m

ID: 149696282

Label: Staying

Sample length: 10s

Walking.json.3cvdpl8b.ingestion-665fbf949-fvfgz

ID: 149696310

Label: Walking

Sample length: 10s

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

ID: 149696317

Label: Staying

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

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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	18,586
No. of clones	22