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Adiuvo_BrainChip_Anomaly

Audio

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Data (6,459 samples)

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ToyCar.normal_case2_1007

ID: 453031856

Label: ToyCar

Sample length: 11s

ToyCar.normal_case3_0473

ID: 453028793

Label: ToyCar

Sample length: 11s

ToyCar.normal_case3_0497

ID: 453028775

Label: ToyCar

Sample length: 11s

ToyCar.normal_case1_1085

ID: 453029614

Label: ToyCar

Sample length: 11s

Abnomal_ToyCar.case3_ab25_0001

ID: 453029306

Label: Abnomal_ToyCar

Sample length: 11s

ToyCar.normal_case3_1187

ID: 453028101

Label: ToyCar

Sample length: 11s

ToyCar.normal_case2_0033

ID: 453032670

Label: ToyCar

Sample length: 11s

ToyCar.normal_case2_1184

ID: 453031718

Label: ToyCar

Sample length: 11s

Model accuracy, Time series data, Spectrogram, Classification - BrainChip Akida™ #1 (Default) (Unoptimized (float32))

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Validation set

97.8%

Test set

97.1%

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

Latency

488 ms.

Peak RAM usage

69.4K

Flash usage

31.8K

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Dataset summary

Data collected

19h 44m 9s

Sensor

audio @ 48KHz

Labels

Abnomal_ToyCar, ToyCar

Project info

Project ID	261242
Project version	1
License	Apache 2.0
No. of views	142,019
No. of clones	6