Shebin Jose Jacob / TrunkLink V2 - Movement Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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TrunkLink V2 - Movement

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Data (3,300 samples)

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running_session_04_bout_055

ID: 2393167901

Label: running

Sample length: 2s

running_session_06_bout_024

ID: 2393168143

Label: running

Sample length: 2s

running_session_11_bout_023

ID: 2393168372

Label: running

Sample length: 2s

vigilance_session_01_bout_076

ID: 2393170332

Label: vigilance

Sample length: 2s

vigilance_session_01_bout_443

ID: 2393170626

Label: vigilance

Sample length: 2s

foraging_session_01_bout_484

ID: 2393169537

Label: foraging

Sample length: 2s

vigilance_session_01_bout_344

ID: 2393170549

Label: vigilance

Sample length: 2s

running_session_09_bout_001

ID: 2393168257

Label: running

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

97.7%

Test set

97.1%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

44 ms.

Peak RAM usage

3.1K

Flash usage

16.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 50m 0s

Sensors

ax, ay, az @ 100Hz

Labels

foraging, resting, running, vigilance

Project info

Project ID	830157
License	3-Clause BSD
No. of views	49
No. of clones	0