Jan Jongboom / Elephant tracker Public

Target: Cortex-M4F 80MHz Clone this project

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Elephant tracker

This is the Edge Impulse project for my The Things Conference 2021 talk! Elephant or no elephant.

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About this project

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Data (101 items)

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unknown.jpg.1t0relvc.ingestion-646fb954b8-4pvgj.jpg.1t0soqm5

ID: 7776302

Label: unknown

unknown.jpg.1t0rccac.ingestion-646fb954b8-czwhx.jpg.1t0soqsv

ID: 7776276

Label: unknown

elephant.jpg.1t0rnc6o.ingestion-646fb954b8-czwhx.jpg.1t0soqsj

ID: 7776278

Label: elephant

unknown.jpg.1t0rd3bc.ingestion-646fb954b8-czwhx.jpg.1t0soqsi

ID: 7776281

Label: unknown

unknown.jpg.1t0rdngb.ingestion-646fb954b8-9d8rg.jpg.1t0soqsh

ID: 7776256

Label: unknown

elephant.jpg.1t0rkcoo.ingestion-646fb954b8-4pvgj.jpg.1t0soqt2

ID: 7776245

Label: elephant

unknown.jpg.1t0re2gb.ingestion-646fb954b8-9d8rg.jpg.1t0soqt3

ID: 7776283

Label: unknown

elephant.jpg.1t0rhd5a.ingestion-646fb954b8-czwhx.jpg.1t0soqnt

ID: 7776298

Label: elephant

Model accuracy (Unoptimized (float32))

Validation set

85.7%

Test set

82.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

873 ms.

Peak RAM usage

148.8K

Flash usage

214.5K

Run this model

On any device

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Dataset summary

Data collected

101 items

Labels

elephant, unknown

Project info

Project ID	16116
Project version	3
License	BSD 3-Clause Clear
No. of views	9,956
No. of clones	2