davwang / powerstrip-50khz-wire 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.

powerstrip-50khz-wire

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 (51 samples)

View all

light_on.json.2gj7lii4

ID: 48755621

Label: light_on

Sample length: 5s

laptop_on.json.2g9rsput

ID: 48755646

Label: laptop_on

Sample length: 6s

laptop_on.json.2g9ruhbe

ID: 48755647

Label: laptop_on

Sample length: 6s

all_off.json.2g9qun9g

ID: 48755654

Label: all_off

Sample length: 6s

kettle_on.json.2g9ubss8

ID: 48755642

Label: kettle_on

Sample length: 6s

iron_on.json.2g9ujbmc

ID: 48755637

Label: iron_on

Sample length: 6s

iron_on.json.2g9ujnn5

ID: 48755631

Label: iron_on

Sample length: 6s

light_on.json.2gj7f3hl

ID: 48755628

Label: light_on

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

58.4%

Test set

60.4%

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

Latency

26 ms.

Peak RAM usage

23.4K

Flash usage

41.9K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

4m 44s

Sensor

current @ 898Hz

Labels

all_off, iron_on, kettle_on, laptop_on, light_on

Project info

Project ID	49187
Project version	2
License	No license attached
No. of views	7,358
No. of clones	0