Edge Impulse Experts / Adiuvo_BrainChip_Anomaly Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Adiuvo_BrainChip_Anomaly

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (6,459 samples)

View all

ToyCar.normal_case1_0226

ID: 453030587

Label: ToyCar

Sample length: 11s

ToyCar.normal_case4_0557

ID: 453027248

Label: ToyCar

Sample length: 11s

ToyCar.normal_case1_1208

ID: 453029518

Label: ToyCar

Sample length: 11s

Abnomal_ToyCar.case3_ab48_0001

ID: 453029206

Label: Abnomal_ToyCar

Sample length: 11s

ToyCar.normal_case3_0565

ID: 453028725

Label: ToyCar

Sample length: 11s

Abnomal_ToyCar.case1_ab14_0004

ID: 453031531

Label: Abnomal_ToyCar

Sample length: 11s

ToyCar.normal_case3_0929

ID: 453028392

Label: ToyCar

Sample length: 11s

ToyCar.normal_case4_0464

ID: 453027329

Label: ToyCar

Sample length: 11s

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

View 1 other experiment

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

Run this model

Scan QR code or launch in browser

Launch in browser

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	169,608
No. of clones	6