Sai Yamanoor / Audio_Pico_Badge Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) 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.

Audio_Pico_Badge

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 (928 samples)

View all

TASCAM_0276_36

ID: 176699903

Label: traffic

Sample length: 4s

TASCAM_0241_57

ID: 176699596

Label: traffic

Sample length: 4s

TASCAM_0273_125

ID: 176699721

Label: traffic

Sample length: 4s

TASCAM_0275_64

ID: 176699876

Label: traffic

Sample length: 4s

TASCAM_0277_28

ID: 176699963

Label: traffic

Sample length: 4s

TASCAM_0241_63

ID: 176699590

Label: traffic

Sample length: 4s

TASCAM_0275_56

ID: 176699865

Label: traffic

Sample length: 4s

TASCAM_0281_12

ID: 176700121

Label: traffic

Sample length: 4s

Model accuracy (Unoptimized (float32))

Validation set

98.4%

Test set

98.2%

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

260 ms.

Peak RAM usage

12.5K

Flash usage

29.6K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 8m 4s

Sensor

audio @ 22.1KHz

Labels

coffee, crowded_room, traffic

Project info

Project ID	179656
Project version	1
License	Apache 2.0
No. of views	25,989
No. of clones	0