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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Pap.5d3maa85

ID: 1484290539

Label: Pap

Sample length: 1s

Glas.5d3nadb7

ID: 1484290606

Label: Glas

Sample length: 1s

Metal.5ccqmgps

ID: 1484290155

Label: Metal

Sample length: 1s

Noise.5d40l2n1.s9

ID: 1484290700

Label: Noise

Sample length: 10s

Metal.5d3thnqb

ID: 1484290648

Label: Metal

Sample length: 10s

Plasik.5d3ujbbj.s6.s2

ID: 1489693128

Label: Plasik

Sample length: 1s

Glas.5d3nc51i

ID: 1484290617

Label: Glas

Sample length: 1s

Glas.5d3n5nat

ID: 1484290597

Label: Glas

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

Run this model

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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	21,017
No. of clones	3