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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Foam.json.2v6de4pl.ingestion-7558d88f45-lsf97.json.2vbkn6ht

ID: 99028460

Label: Foam

Sample length: 5s

Wood.json.2vanpm15.ingestion-6d949d94fb-4l4wk.json.2vbkn87l

ID: 99028391

Label: Wood

Sample length: 5s

Turf.json.2v693o23.ingestion-7558d88f45-lsf97.json.2vbkn7lm

ID: 99028424

Label: Turf

Sample length: 5s

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

ID: 99028387

Label: Wood

Sample length: 5s

Carpet.json.2v67qv2g.ingestion-7558d88f45-k9jh8.json.2vbkn5km

ID: 99028508

Label: Carpet

Sample length: 3s

Wood.json.2vano9ro.ingestion-6d949d94fb-npt5b.json.2vbkn87e

ID: 99028397

Label: Wood

Sample length: 5s

Turf.json.2v6amnp1.ingestion-7558d88f45-k9jh8.json.2vbkn759

ID: 99028434

Label: Turf

Sample length: 5s

Foam.json.2v6dmpe1.ingestion-7558d88f45-k9jh8.json.2vbkn73s

ID: 99028446

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	7,672
No. of clones	0