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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Metal.5ccqickc

ID: 1484290144

Label: Metal

Sample length: 1s

Glas.5d3nbnr1

ID: 1484290615

Label: Glas

Sample length: 1s

Metal.5ccqpia0

ID: 1484290165

Label: Metal

Sample length: 1s

Glas.5d3n40ij

ID: 1484290591

Label: Glas

Sample length: 1s

Plasik.5ccsbu1i

ID: 1484290181

Label: Plasik

Sample length: 1s

Plasik.5d3uiplq.s5

ID: 1489892907

Label: Plasik

Sample length: 1s

Glas.5d3nd0b3

ID: 1484290620

Label: Glas

Sample length: 1s

Metal.5ccqp0ul

ID: 1484290162

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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On any device

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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	24,412
No. of clones	3