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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Glas.5d3stum5

ID: 1484290637

Label: Glas

Sample length: 10s

Pap.5d3u0lie.s3

ID: 1489781880

Label: Pap

Sample length: 1s

Metal.5d3ti8s4

ID: 1484290646

Label: Metal

Sample length: 10s

Metal.5ccqd03k

ID: 1484290139

Label: Metal

Sample length: 1s

Plasik.5cct9q4k

ID: 1484290522

Label: Plasik

Sample length: 1s

Plasik.5ccsfsda

ID: 1484290196

Label: Plasik

Sample length: 1s

Glas.5d3n757q

ID: 1484290601

Label: Glas

Sample length: 1s

Plasik.5d3ub63q.s1

ID: 1489665128

Label: Plasik

Sample length: 1s

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

View 2 other experiments

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	23,345
No. of clones	3