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.5d3u3j9l

ID: 1484290823

Label: Pap

Sample length: 10s

Pap.5d3u048a

ID: 1484290659

Label: Pap

Sample length: 10s

Metal.5ccqnu9o

ID: 1484290159

Label: Metal

Sample length: 1s

Pap.5d3mehfg

ID: 1484290547

Label: Pap

Sample length: 1s

Pap.5d3mo3cv

ID: 1484290576

Label: Pap

Sample length: 1s

Pap.5d3tth8g.s2

ID: 1489904124

Label: Pap

Sample length: 1s

Metal.5ccqqbpf

ID: 1484290166

Label: Metal

Sample length: 1s

Glas.5d3sqtku

ID: 1484290634

Label: Glas

Sample length: 10s

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	36,862
No. of clones	3