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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nuts.00026.52irt4of

ID: 1087176000

Label: nuts

nuts.00022.52irt5qb

ID: 1087176005

Label: nuts

orange.00030.52irtbf9

ID: 1087176061

Label: orange

orange.00000.52irt3hv

ID: 1087175987

Label: orange

orange.00013.52irt1i2

ID: 1087175967

Label: orange

nuts.00027.52irt4n8

ID: 1087175999

Label: nuts

nuts.00030.52irt3rv

ID: 1087175991

Label: nuts

unknown.00017.52irtf2f

ID: 1087176095

Label: unknown

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	4,702
No. of clones	1