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_06_bout_048

ID: 2393168160

Label: running

Sample length: 2s

running_session_01_bout_003

ID: 2393167749

Label: running

Sample length: 2s

resting_session_01_bout_528

ID: 2393168914

Label: resting

Sample length: 2s

running_session_11_bout_001

ID: 2393168360

Label: running

Sample length: 2s

vigilance_session_01_bout_799

ID: 2393170911

Label: vigilance

Sample length: 2s

vigilance_session_01_bout_431

ID: 2393170617

Label: vigilance

Sample length: 2s

vigilance_session_01_bout_272

ID: 2393170488

Label: vigilance

Sample length: 2s

vigilance_session_01_bout_223

ID: 2393170453

Label: vigilance

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

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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	806
No. of clones	0