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.5ccqpsd1

ID: 1484290164

Label: Metal

Sample length: 1s

Plasik.5cct9q4k

ID: 1484290522

Label: Plasik

Sample length: 1s

Noise.5d3otd96

ID: 1484290627

Label: Noise

Sample length: 10s

Glas.5d3n2g4j

ID: 1484290587

Label: Glas

Sample length: 1s

Pap.5d3maa85

ID: 1484290539

Label: Pap

Sample length: 1s

Plasik.5ccsf4dg

ID: 1484290192

Label: Plasik

Sample length: 1s

Plasik.5ccskk71

ID: 1484290205

Label: Plasik

Sample length: 1s

Plasik.5d3umfoo.s7.s2

ID: 1489693121

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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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	33,725
No. of clones	3