andrea pagliari / OrangeNutsDetector Public

Target: Arduino Nicla Vision M4 (Cortex-M4 240MHz) Clone this project

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OrangeNutsDetector

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Data (84 items)

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orange.00010.52irt1ln

ID: 1087175969

Label: orange

orange.00006.52irt2md

ID: 1087175979

Label: orange

nuts.00025.52irt4rm

ID: 1087176001

Label: nuts

orange.00016.52irt0lu

ID: 1087175962

Label: orange

nuts.00009.52irt81v

ID: 1087176030

Label: nuts

unknown.00013.52irtee6

ID: 1087176090

Label: unknown

nuts.00012.52irt74a

ID: 1087176021

Label: nuts

nuts.00005.52irt8sd

ID: 1087176035

Label: nuts

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

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Dataset summary

Data collected

84 items

Labels

nuts, orange, unknown

Project info

Project ID	486823
License	Apache 2.0
No. of views	4,000
No. of clones	1