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.2v6e0t98.ingestion-7558d88f45-sch4b.json.2vbkn747

ID: 99028426

Label: Foam

Sample length: 5s

Wood.json.2vanos0q.ingestion-6d949d94fb-f7wg7.json.2vbkn87g

ID: 99028398

Label: Wood

Sample length: 5s

Brick.json.2varlenc.ingestion-6d949d94fb-npt5b.json.2vbkn5f5

ID: 99028513

Label: Brick

Sample length: 10s

Turf.json.2v6b1gkf.ingestion-7558d88f45-lsf97.json.2vbkn79b

ID: 99028427

Label: Turf

Sample length: 5s

Foam.json.2v6e17em.ingestion-7558d88f45-k9jh8.json.2vbkn74n

ID: 99028442

Label: Foam

Sample length: 5s

Foam.json.2v6dl44k.ingestion-7558d88f45-k9jh8.json.2vbkn6s1

ID: 99028447

Label: Foam

Sample length: 5s

Carpet.json.2v67lqqn.ingestion-7558d88f45-k9jh8.json.2vbkn5cv

ID: 99028503

Label: Carpet

Sample length: 3s

Wood.json.2vann0lo.ingestion-6d949d94fb-f7wg7.json.2vbkn873

ID: 99028392

Label: Wood

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	6,424
No. of clones	0