Amanda Johansen / Mini Project - Sorting Trash Public

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Mini Project - Sorting Trash

Keyword spotting

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Data (422 samples)

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Pap.5d3tth8g.s5

ID: 1489904565

Label: Pap

Sample length: 1s

Pap.5d3u5chv

ID: 1484290664

Label: Pap

Sample length: 10s

Pap.5d3mmnr2

ID: 1484290571

Label: Pap

Sample length: 1s

Plasik.5ccse4mv

ID: 1484290189

Label: Plasik

Sample length: 1s

Glas.5d3n98gm

ID: 1484290605

Label: Glas

Sample length: 1s

Glas.5d3nb309

ID: 1484290610

Label: Glas

Sample length: 1s

Metal.5ccqickc

ID: 1484290144

Label: Metal

Sample length: 1s

Pap.5d3u6dre.s7

ID: 1484290692

Label: Pap

Sample length: 10s

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	40,042
No. of clones	3