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.4avqsarv.s1

ID: 509539583

Label: can

Sample length: 1s

pong.4b0dg551.s2

ID: 509539379

Label: pong

Sample length: 1s

pong.4b0d71eu.s2

ID: 509539368

Label: pong

Sample length: 1s

bottle.4avrceu3.s2

ID: 509539476

Label: bottle

Sample length: 1s

paper.4b0fo9lc.s1

ID: 509539470

Label: paper

Sample length: 1s

z_openset.4b1qsuaa.s2

ID: 509539330

Label: z_openset

Sample length: 1s

paper.4bfuu2m1.s1

ID: 509539265

Label: paper

Sample length: 1s

pong.4b0dmun0.s1

ID: 509539390

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	31,210
No. of clones	51