Maxi / SOP 2 Public

Target: Cortex-M4F 80MHz Clone this project

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SOP 2

Audio

About this project

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Data (4,688 samples)

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1 (447)

ID: 115274245

Label: bus

Sample length: 2s

7 (394)

ID: 115270997

Label: SUV

Sample length: 2s

5 (414)

ID: 115272266

Label: jeep

Sample length: 2s

7 (104)

ID: 115271206

Label: SUV

Sample length: 2s

1 (451)

ID: 115274242

Label: bus

Sample length: 2s

5 (130)

ID: 115272506

Label: jeep

Sample length: 2s

7 (651)

ID: 115270792

Label: SUV

Sample length: 2s

1 (215)

ID: 115274433

Label: bus

Sample length: 3s

Model accuracy, Time series data, Spectrogram #1, Classification (Keras) (Unoptimized (float32))

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Validation set

95.0%

Test set

93.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

285 ms.

Peak RAM usage

45.9K

Flash usage

42.2K

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Dataset summary

Data collected

2h 51m 20s

Sensor

audio @ 44.1KHz

Labels

bus, jeep, mini-bus, sportscar, SUV, truck

Project info

Project ID	118905
Project version	2
License	No license attached
No. of views	53,933
No. of clones	0