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.2v684sct.ingestion-7558d88f45-k9jh8.json.2vbkn683

ID: 99028477

Label: Carpet

Sample length: 3s

Brick.json.2varlsts.ingestion-6d949d94fb-f7wg7.json.2vbkn5c7

ID: 99028518

Label: Brick

Sample length: 10s

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

ID: 99028493

Label: Carpet

Sample length: 3s

Carpet.json.2v68hlnn.ingestion-7558d88f45-lsf97.json.2vbkn5sm

ID: 99028489

Label: Carpet

Sample length: 3s

Brick.json.2varkvdb.ingestion-6d949d94fb-npt5b.json.2vbkn5de

ID: 99028514

Label: Brick

Sample length: 10s

Wood.json.2vangsqd.ingestion-6d949d94fb-npt5b.json.2vbkn7o4

ID: 99028413

Label: Wood

Sample length: 5s

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

ID: 99028423

Label: Turf

Sample length: 5s

Foam.json.2v6dmet0.ingestion-7558d88f45-sch4b.json.2vbkn73i

ID: 99028441

Label: Foam

Sample length: 5s

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	9,061
No. of clones	0