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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Plasik.5d3uhns1.s6

ID: 1484290690

Label: Plasik

Sample length: 10s

Plasik.5ccsge6t

ID: 1484290197

Label: Plasik

Sample length: 1s

Metal.5ccqmgps

ID: 1484290155

Label: Metal

Sample length: 1s

Noise.5d3p4p25

ID: 1484290629

Label: Noise

Sample length: 10s

Plasik.5ccsddgh

ID: 1484290185

Label: Plasik

Sample length: 1s

Pap.5d3mnnr7

ID: 1484290575

Label: Pap

Sample length: 1s

Plasik.5d3uh820.s7.s5

ID: 1489693003

Label: Plasik

Sample length: 1s

Plasik.5d3ujbbj.s6.s2

ID: 1489693128

Label: Plasik

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	46,747
No. of clones	3