andrea pagliari / OrangeNutsDetector Public

Target: Arduino Nicla Vision M4 (Cortex-M4 240MHz) 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.

OrangeNutsDetector

Images

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 (84 items)

View all

nuts.00020.52irt5uc

ID: 1087176007

Label: nuts

nuts.00013.52irt73v

ID: 1087176019

Label: nuts

unknown.00015.52irtekh

ID: 1087176092

Label: unknown

unknown.00011.52irte5e

ID: 1087176086

Label: unknown

orange.00030.52irtbf9

ID: 1087176061

Label: orange

orange.00024.52irta87

ID: 1087176051

Label: orange

orange.00006.52irt2md

ID: 1087175979

Label: orange

orange.00026.52irtamr

ID: 1087176054

Label: orange

Model accuracy (Unoptimized (float32))

Validation set

78.6%

Test set

On-device performance (Arduino Nicla Vision M4 (Cortex-M4 240MHz), Quantized (int8))

Latency

80 ms.

Peak RAM usage

97.5K

Flash usage

219.0K

Run this model

On any device

Clone project

Dataset summary

Data collected

84 items

Labels

nuts, orange, unknown

Project info

Project ID	486823
License	Apache 2.0
No. of views	4,479
No. of clones	1