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.2v68ifdn.ingestion-7558d88f45-k9jh8.json.2vbkn5t3

ID: 99028488

Label: Carpet

Sample length: 3s

Foam.json.2v6e080s.ingestion-7558d88f45-k9jh8.json.2vbkn74o

ID: 99028437

Label: Foam

Sample length: 5s

Brick.json.2varonvr.ingestion-6d949d94fb-4l4wk.json.2vbkn5bc

ID: 99028523

Label: Brick

Sample length: 10s

Carpet.json.2v683f97.ingestion-7558d88f45-lsf97.json.2vbkn5ve

ID: 99028487

Label: Carpet

Sample length: 3s

Foam.json.2v6dd5j1.ingestion-7558d88f45-k9jh8.json.2vbkn6ht

ID: 99028454

Label: Foam

Sample length: 5s

Carpet.json.2v68iohp.ingestion-7558d88f45-k9jh8.json.2vbkn5t5

ID: 99028478

Label: Carpet

Sample length: 3s

Foam.json.2v6dk209.ingestion-7558d88f45-sch4b.json.2vbkn6nh

ID: 99028452

Label: Foam

Sample length: 5s

Carpet.json.2v68420d.ingestion-7558d88f45-lsf97.json.2vbkn6g5

ID: 99028468

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	4,773
No. of clones	0