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

paper.4b0f6nec.s1

ID: 509539446

Label: paper

Sample length: 1s

bottle.4avrceu3.s1

ID: 509539477

Label: bottle

Sample length: 1s

pong.4b0dg551.s1

ID: 509539380

Label: pong

Sample length: 1s

pong.4b0doqrl.s2

ID: 509539393

Label: pong

Sample length: 1s

pong.4bfe5cak.s2

ID: 509539207

Label: pong

Sample length: 1s

can.4avq558j.s2

ID: 509539553

Label: can

Sample length: 1s

bottle.4avrn2g5.s2

ID: 509539494

Label: bottle

Sample length: 1s

pong.4b0d1ho7.s1

ID: 509539359

Label: pong

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	39,259
No. of clones	58