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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Metal.5d3tofqn

ID: 1484290652

Label: Metal

Sample length: 10s

Metal.5ccqickc

ID: 1484290144

Label: Metal

Sample length: 1s

Metal.5d3tlbk9.s7

ID: 1484290701

Label: Metal

Sample length: 10s

Glas.5d3n8ib3

ID: 1484290604

Label: Glas

Sample length: 1s

Plasik.5d3ujqt4.s9.s5

ID: 1489692995

Label: Plasik

Sample length: 1s

Glas.5d3n0akk

ID: 1484290581

Label: Glas

Sample length: 1s

Pap.5d3u0lie.s6

ID: 1489782297

Label: Pap

Sample length: 1s

Pap.5d3mil7q

ID: 1484290560

Label: Pap

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	42,912
No. of clones	3