Kanyarat Thaneesorn / IoT_Tinyml 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.

IoT_Tinyml

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 (3,482 samples)

View all

71aa5b54_nohash_0

ID: 1224790858

Label: dog

Sample length: 1s

f35eedd7_nohash_0

ID: 1224797306

Label: dog

Sample length: 1s

52e228e9_nohash_0

ID: 1224737020

Label: cat

Sample length: 1s

ec74a8a5_nohash_1

ID: 1224796746

Label: dog

Sample length: 1s

17c94b23_nohash_0

ID: 1224786997

Label: dog

Sample length: 1s

1816b768_nohash_1

ID: 1224726038

Label: cat

Sample length: 928ms

1e31353f_nohash_0

ID: 1224787731

Label: dog

Sample length: 1s

6aafb34f_nohash_1

ID: 1224790713

Label: dog

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.7%

Test set

95.1%

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

Latency

297 ms.

Peak RAM usage

13.0K

Flash usage

31.7K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

1h 3m 32s

Sensor

audio @ 16KHz

Labels

cat, dog, noise

Project info

Project ID	517165
License	Apache 2.0
No. of views	17,790
No. of clones	0