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_10_bout_047

ID: 2393168324

Label: running

Sample length: 2s

running_session_05_bout_012

ID: 2393167994

Label: running

Sample length: 2s

foraging_session_01_bout_464

ID: 2393169522

Label: foraging

Sample length: 2s

resting_session_01_bout_123

ID: 2393168511

Label: resting

Sample length: 2s

vigilance_session_01_bout_612

ID: 2393170761

Label: vigilance

Sample length: 2s

vigilance_session_01_bout_027

ID: 2393169829

Label: vigilance

Sample length: 2s

resting_session_01_bout_377

ID: 2393168711

Label: resting

Sample length: 2s

resting_session_01_bout_771

ID: 2393169110

Label: resting

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	9,662
No. of clones	0