MJRoBot (Marcelo Rovai) / NICLA-Vision_Image_Classification Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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NICLA-Vision_Image_Classification

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Data (158 items)

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00022

ID: 447970806

Label: periquito

00030

ID: 447970816

Label: periquito

00001

ID: 447970788

Label: periquito

00006

ID: 447970793

Label: periquito

00051

ID: 447970733

Label: background

00005

ID: 447970742

Label: robot

00004

ID: 447970702

Label: background

00027

ID: 447970718

Label: background

Model accuracy (Unoptimized (float32))

Validation set

92.0%

Test set

97.1%

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

78 ms.

Peak RAM usage

280.0K

Flash usage

211.8K

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Dataset summary

Data collected

158 items

Labels

background, periquito, robot

Project info

Project ID	273858
Project version	1
License	Apache 2.0
No. of views	20,448
No. of clones	41