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.00011.52irt80e

ID: 1087176026

Label: nuts

unknown.00007.52irtd6m

ID: 1087176078

Label: unknown

nuts.00027.52irt4n8

ID: 1087175999

Label: nuts

orange.00025.52irtad8

ID: 1087176052

Label: orange

orange.00022.52irt9ud

ID: 1087176048

Label: orange

nuts.00023.52irt5q7

ID: 1087176004

Label: nuts

orange.00003.52irt2sv

ID: 1087175982

Label: orange

orange.00004.52irt2rl

ID: 1087175981

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	2,990
No. of clones	1