phil / skip_non_metal_7 Public

Target: Cortex-M4F 80MHz 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.

skip_non_metal_7

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 (1,389 samples)

View all

33_27.wav.2lo412jo

ID: 65017494

Label: metal

Sample length: 1s

jazz_0022_11.wav.2lo3tp24

ID: 65017818

Label: non_metal

Sample length: 1s

jazz_0080_1.wav.2lo3ts5t

ID: 65017785

Label: non_metal

Sample length: 1s

32_9.wav.2lo40hcf

ID: 65017574

Label: metal

Sample length: 1s

metal_0085_19.wav.2lo42uq8

ID: 65017036

Label: metal

Sample length: 1s

metal_0094_0.wav.2lo430us

ID: 65017001

Label: metal

Sample length: 1s

hiphop_0076_11.wav.2lo3tm1m

ID: 65017860

Label: non_metal

Sample length: 1s

metal_0090_10.wav.2lo43091

ID: 65017022

Label: metal

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

88.2%

Test set

85.1%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

48 ms.

Peak RAM usage

21.5K

Flash usage

34.5K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

22m 43s

Sensor

audio @ 22.1KHz

Labels

metal, non_metal

Project info

Project ID	65438
Project version	1
License	No license attached
No. of views	160,356
No. of clones	16