Jan Jongboom / Elephant tracker Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Elephant tracker

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

Images

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (101 items)

View all

elephant.jpg.1t0rk8dq.ingestion-646fb954b8-9d8rg.jpg.1t0soqss

ID: 7776237

Label: elephant

unknown.jpg.1t0resm1.ingestion-646fb954b8-9d8rg.jpg.1t0soqsi

ID: 7776262

Label: unknown

elephant.jpg.1t0rkhad.ingestion-646fb954b8-czwhx.jpg.1t0soqol

ID: 7776294

Label: elephant

unknown.jpg.1t0rbtec.ingestion-646fb954b8-czwhx.jpg.1t0soqsf

ID: 7776253

Label: unknown

elephant.jpg.1t0ro1c9.ingestion-646fb954b8-9d8rg.jpg.1t0soqt0

ID: 7776270

Label: elephant

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

ID: 7776245

Label: elephant

unknown.jpg.1t0rdgpk.ingestion-646fb954b8-9d8rg.jpg.1t0soqsd

ID: 7776255

Label: unknown

elephant.jpg.1t0rnqsu.ingestion-646fb954b8-czwhx.jpg.1t0soqt1

ID: 7776258

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

Clone project

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	8,921
No. of clones	2