Amanda Johansen / Mini Project - Sorting Trash Public

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Mini Project - Sorting Trash

Keyword spotting

About this project

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Data (422 samples)

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Plasik.5d3umfoo.s7.s5

ID: 1489693124

Label: Plasik

Sample length: 1s

Plasik.5d3uf4re

ID: 1484290669

Label: Plasik

Sample length: 10s

Pap.5d3ml1vo

ID: 1484290566

Label: Pap

Sample length: 1s

Pap.5d3m8onq

ID: 1484290531

Label: Pap

Sample length: 1s

Plasik.5d3uh820.s7.s1

ID: 1489692999

Label: Plasik

Sample length: 1s

Glas.5d3nair3

ID: 1484290608

Label: Glas

Sample length: 1s

Plasik.5ccsa1th

ID: 1484290172

Label: Plasik

Sample length: 1s

Metal.5ccql7ip

ID: 1484290152

Label: Metal

Sample length: 1s

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

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Validation set

93.2%

Test set

94.3%

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

Latency

5 ms.

Flash usage

36.0K

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Dataset summary

Data collected

16m 56s

Sensor

audio @ 16KHz

Labels

Glas, Metal, Noise, Pap, Plasik

Project info

Project ID	574071
License	Apache 2.0
No. of views	14,440
No. of clones	2