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.5d3m8v44

ID: 1484290532

Label: Pap

Sample length: 1s

Glas.5d3sqtku

ID: 1484290634

Label: Glas

Sample length: 10s

Pap.5d3mapr4

ID: 1484290536

Label: Pap

Sample length: 1s

Pap.5d3mj840

ID: 1484290561

Label: Pap

Sample length: 1s

Metal.5d3tp7hl

ID: 1484290653

Label: Metal

Sample length: 10s

Plasik.5d3ujbbj.s6.s7

ID: 1489693133

Label: Plasik

Sample length: 1s

Glas.5d3nd0b3

ID: 1484290620

Label: Glas

Sample length: 1s

Noise.5d3ov1rp

ID: 1484290813

Label: Noise

Sample length: 10s

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	44,455
No. of clones	3