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Adiuvo_BrainChip_Anomaly

Audio

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Data (6,459 samples)

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ToyCar.normal_case3_0456

ID: 453028805

Label: ToyCar

Sample length: 11s

ToyCar.normal_case2_0088

ID: 453032622

Label: ToyCar

Sample length: 11s

ToyCar.normal_case2_0686

ID: 453032121

Label: ToyCar

Sample length: 11s

ToyCar.normal_case3_0253

ID: 453028972

Label: ToyCar

Sample length: 11s

ToyCar.normal_case2_0991

ID: 453031873

Label: ToyCar

Sample length: 11s

ToyCar.normal_case4_1270

ID: 453026347

Label: ToyCar

Sample length: 11s

ToyCar.normal_case1_0044

ID: 453031215

Label: ToyCar

Sample length: 11s

ToyCar.normal_case2_0468

ID: 453032297

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	172,881
No. of clones	6