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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00013

ID: 447970698

Label: background

00048

ID: 447970763

Label: robot

00015

ID: 447970802

Label: periquito

00024

ID: 447970754

Label: robot

00010

ID: 447970797

Label: periquito

00035

ID: 447970724

Label: background

00047

ID: 447970728

Label: background

00040

ID: 447970774

Label: robot

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	19,470
No. of clones	41