Cameron / esp32-ds18b20 Public

Target: Espressif ESP-EYE (ESP32 240MHz) 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.

esp32-ds18b20

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 (17 samples)

View all

idle01.3ld2fjan

ID: 165900373

Label: Vacant

Sample length: 1m 40s

idle01.3ld3fho0

ID: 165900366

Label: Brood

Sample length: 1m 40s

idle01.3ld1r9ht

ID: 165900365

Label: No Brood

Sample length: 1m 40s

idle01.3ld24il8

ID: 165900368

Label: Vacant

Sample length: 1m 40s

idle01.3ld3breq

ID: 165900369

Label: Brood

Sample length: 1m 40s

idle01.3ld15173

ID: 165900377

Label: No Brood

Sample length: 100ms

idle01.3ld34h9g

ID: 165900370

Label: No Brood

Sample length: 1m 40s

idle01.3ld1n91a

ID: 165900374

Label: No Brood

Sample length: 1m 40s

Model accuracy (Unoptimized (float32))

Validation set

76.2%

Test set

3.7%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.7K

Flash usage

16.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

23m 20s

Sensor

28aa91814a140173 @ 0.1Hz

Labels

Brood, No Brood, Vacant

Project info

Project ID	171396
Project version	1
License	Apache 2.0
No. of views	9,017
No. of clones	4