Mathilde Bindslev / ML-mini-project Public

Target: Nvidia Jetson Nano Clone this project

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ML-mini-project

Keyword spotting

About this project

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Data (670 samples)

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Plastic.5cct4elp

ID: 1359437362

Label: Plastic

Sample length: 1s

Cardboard.5d3t51a4

ID: 1394273512

Label: Cardboard

Sample length: 1s

Cardboard.5d3t1bia

ID: 1394273431

Label: Cardboard

Sample length: 1s

Plastic.5d3uufo3.s17

ID: 1394857714

Label: Plastic

Sample length: 1s

Cardboard.5d3namtc

ID: 1394061466

Label: Cardboard

Sample length: 1s

Plastic.5d3ur5gp.s18

ID: 1394858636

Label: Plastic

Sample length: 1s

Cardboard.5d3n0499

ID: 1394053286

Label: Cardboard

Sample length: 1s

Cardboard.5d3t0n09

ID: 1394273427

Label: Cardboard

Sample length: 1s

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

93.0%

Test set

86.9%

On-device performance (Nvidia Jetson Nano, Unoptimized (float32))

Latency

5 ms.

Flash usage

36.0K

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Dataset summary

Data collected

12m 38s

Sensor

audio @ 16KHz

Labels

Cardboard, Glass, Metal, Noise, Plastic

Project info

Project ID	556872
License	Apache 2.0
No. of views	9,451
No. of clones	0