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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resting_session_01_bout_310

ID: 2393168659

Label: resting

Sample length: 2s

running_session_10_bout_033

ID: 2393168314

Label: running

Sample length: 2s

foraging_session_01_bout_231

ID: 2393169331

Label: foraging

Sample length: 2s

running_session_09_bout_001

ID: 2393168257

Label: running

Sample length: 2s

running_session_05_bout_021

ID: 2393168000

Label: running

Sample length: 2s

running_session_11_bout_025

ID: 2393168374

Label: running

Sample length: 2s

running_session_03_bout_028

ID: 2393167849

Label: running

Sample length: 2s

foraging_session_01_bout_563

ID: 2393169601

Label: foraging

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

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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	20,782
No. of clones	0