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Adiuvo_BrainChip_Anomaly

Audio

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Data (6,459 samples)

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ToyCar.normal_case2_0617

ID: 453032175

Label: ToyCar

Sample length: 11s

ToyCar.normal_case4_0537

ID: 453027264

Label: ToyCar

Sample length: 11s

ToyCar.normal_case1_1319

ID: 453029426

Label: ToyCar

Sample length: 11s

ToyCar.normal_case2_0944

ID: 453031914

Label: ToyCar

Sample length: 11s

ToyCar.normal_case1_0277

ID: 453030278

Label: ToyCar

Sample length: 11s

ToyCar.normal_case1_1223

ID: 453029501

Label: ToyCar

Sample length: 11s

Abnomal_ToyCar.case4_ab48_0002

ID: 453027733

Label: Abnomal_ToyCar

Sample length: 11s

ToyCar.normal_case2_0077

ID: 453032635

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	241,367
No. of clones	8