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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4 (154)

ID: 115273255

Label: sportscar

Sample length: 2s

6 (170)

ID: 115271916

Label: truck

Sample length: 2s

5 (299)

ID: 115272361

Label: jeep

Sample length: 2s

5 (516)

ID: 115272176

Label: jeep

Sample length: 2s

5 (255)

ID: 115272396

Label: jeep

Sample length: 2s

7 (283)

ID: 115271062

Label: SUV

Sample length: 2s

7 (177)

ID: 115271141

Label: SUV

Sample length: 2s

5 (540)

ID: 115272175

Label: jeep

Sample length: 2s

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

Run this model

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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	61,967
No. of clones	0