Edge Impulse Experts / Rain_Thunder_sound Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) 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.

Rain_Thunder_sound

Keyword spotting

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 (135 samples)

View all

z_unknown.494ujqt0.s3

ID: 467827119

Label: z_unknown

Sample length: 2s

rain.thunderstorm.s1

ID: 467827169

Label: thunder

Sample length: 2s

rain.and-thunder-storm-2390.s4

ID: 467827173

Label: thunder

Sample length: 2s

thunder.2.s2

ID: 467827137

Label: thunder

Sample length: 2s

z_unknown.494v9d16.s3

ID: 467827099

Label: z_unknown

Sample length: 2s

rain.loop-1250.s3

ID: 467827133

Label: rain

Sample length: 2s

z_unknown.494uuhkb.s2

ID: 467827105

Label: z_unknown

Sample length: 2s

rain.loop-1250.s8

ID: 467827135

Label: rain

Sample length: 2s

Model accuracy (Unoptimized (float32))

Validation set

93.2%

Test set

92.2%

On-device performance (Nordic nRF52840 DK (Cortex-M4F 64MHz), Quantized (int8))

Latency

155 ms.

Peak RAM usage

3.2K

Flash usage

545.5K

Run this model

On any device

Clone project

Dataset summary

Data collected

4m 29s

Sensor

audio @ 16KHz

Labels

rain, thunder, z_unknown

Project info

Project ID	270172
Project version	1
License	Apache 2.0
No. of views	28,860
No. of clones	10