Samuel Alexander / AI Recycle Bin (NDP120) Public

Target: Cortex-M7 216MHz 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.

AI Recycle Bin (NDP120)

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 (529 samples)

View all

can.4avpafco.s1

ID: 509539532

Label: can

Sample length: 1s

can.4bfuhci2.s2

ID: 509539247

Label: can

Sample length: 1s

bottle.4bfdvbek.s1

ID: 509539198

Label: bottle

Sample length: 1s

z_openset.4b1qsuaa.s4

ID: 509539328

Label: z_openset

Sample length: 1s

pong.4bfecnah.s2

ID: 509539220

Label: pong

Sample length: 1s

can.4avpcchs.s1

ID: 509539534

Label: can

Sample length: 1s

z_openset.4b1qhv38.s3

ID: 509539289

Label: z_openset

Sample length: 1s

can.4b29vmjh.s2

ID: 509539342

Label: can

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.9%

Test set

94.2%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

2 ms.

Peak RAM usage

16.7K

Flash usage

33.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

8m 49s

Sensor

audio @ 16KHz

Labels

bottle, can, paper, pong, z_openset

Project info

Project ID	286429
Project version	1
License	Apache 2.0
No. of views	35,672
No. of clones	55