Arnulfo Silva / TI-ML-Terrain-Recognition Public

Target: TI LAUNCHXL-CC1352P (Cortex-M4F 48MHz) Clone this project

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TI-ML-Terrain-Recognition

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Data (186 samples)

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Carpet.json.2v67n8bn.ingestion-7558d88f45-sch4b.json.2vbkn5g1

ID: 99028509

Label: Carpet

Sample length: 3s

Turf.json.2v6b1pvc.ingestion-7558d88f45-sch4b.json.2vbkn7ki

ID: 99028423

Label: Turf

Sample length: 5s

Brick.json.2varmbpp.ingestion-6d949d94fb-4l4wk.json.2vbkn573

ID: 99028526

Label: Brick

Sample length: 10s

Wood.json.2vao6a67.ingestion-6d949d94fb-npt5b.json.2vbkn8fs

ID: 99028380

Label: Wood

Sample length: 5s

Wood.json.2vansj3i.ingestion-6d949d94fb-4l4wk.json.2vbkn87p

ID: 99028387

Label: Wood

Sample length: 5s

Carpet.json.2v68a4a3.ingestion-7558d88f45-sch4b.json.2vbkn5oj

ID: 99028493

Label: Carpet

Sample length: 3s

Brick.json.2varr5c5.ingestion-6d949d94fb-npt5b.json.2vbkn5fu

ID: 99028510

Label: Brick

Sample length: 10s

Carpet.json.2v68aluk.ingestion-7558d88f45-sch4b.json.2vbkn5qi

ID: 99028491

Label: Carpet

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

96.5%

Test set

88.9%

On-device performance (TI LAUNCHXL-CC1352P (Cortex-M4F 48MHz), Unoptimized (float32))

Latency

9 ms.

Peak RAM usage

3.6K

Flash usage

23.4K

Run this model

On any device

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Dataset summary

Data collected

15m 0s

Sensors

x, y, z @ 50Hz

Labels

Brick, Carpet, Foam, Turf, Wood

Project info

Project ID	50843
Project version	9
License	No license attached
No. of views	5,617
No. of clones	0