Mathilde Bindslev / ML-mini-project Public

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ML-mini-project

Keyword spotting

About this project

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Data (670 samples)

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Plastic.5d3uufo3.s4

ID: 1394857699

Label: Plastic

Sample length: 1s

Glass.5d3mgefn

ID: 1394051371

Label: Glass

Sample length: 1s

Glass.5d3mds8q

ID: 1394051330

Label: Glass

Sample length: 1s

Glass.5d3tpkfb.s4

ID: 1394864587

Label: Glass

Sample length: 1s

Metal.5ccr768n

ID: 1359407574

Label: Metal

Sample length: 1s

Glass.5d3ts2tp.s8

ID: 1394861904

Label: Glass

Sample length: 1s

Glass.5d3ts2tp.s15

ID: 1394861911

Label: Glass

Sample length: 1s

Plastic.5ccstb92

ID: 1359433987

Label: Plastic

Sample length: 1s

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

93.0%

Test set

86.9%

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

12m 38s

Sensor

audio @ 16KHz

Labels

Cardboard, Glass, Metal, Noise, Plastic

Project info

Project ID	556872
License	Apache 2.0
No. of views	14,188
No. of clones	0