Amanda Johansen / Mini Project - Sorting Trash Public

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Mini Project - Sorting Trash

Keyword spotting

About this project

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Data (422 samples)

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Pap.5d3m9eid

ID: 1484290534

Label: Pap

Sample length: 1s

Pap.5d3m759a

ID: 1484290524

Label: Pap

Sample length: 1s

Pap.5d3u3j9l

ID: 1484290823

Label: Pap

Sample length: 10s

Pap.5d3mk486

ID: 1484290564

Label: Pap

Sample length: 1s

Noise.5d40o996

ID: 1484290682

Label: Noise

Sample length: 10s

Metal.5ccqgi3h

ID: 1484290140

Label: Metal

Sample length: 1s

Plasik.5d3ukdvb.s8.s8

ID: 1489806003

Label: Plasik

Sample length: 1s

Pap.5d3mmhtv

ID: 1484290570

Label: Pap

Sample length: 1s

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	26,218
No. of clones	3