Mathilde Bindslev / ML-mini-project Public

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ML-mini-project

Keyword spotting

About this project

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Data (670 samples)

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Metal.5ccrfb79

ID: 1359411742

Label: Metal

Sample length: 1s

Plastic.5cct4elp

ID: 1359437362

Label: Plastic

Sample length: 1s

Plastic.5cct7ake

ID: 1359439365

Label: Plastic

Sample length: 1s

Plastic.5d3ur5gp.s14

ID: 1394858632

Label: Plastic

Sample length: 1s

Metal.5ccradom

ID: 1359408878

Label: Metal

Sample length: 1s

Metal.5d3u75qa.s8

ID: 1394858919

Label: Metal

Sample length: 1s

Plastic.5d3ur5gp.s3

ID: 1394858621

Label: Plastic

Sample length: 1s

Noise.5d40n67s.s2

ID: 1395045633

Label: Noise

Sample length: 5s

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

Run this model

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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	15,558
No. of clones	0