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.00016.52irt0lu

ID: 1087175962

Label: orange

orange.00008.52irt2ho

ID: 1087175977

Label: orange

unknown.00004.52irtcij

ID: 1087176073

Label: unknown

nuts.00007.52irt84f

ID: 1087176031

Label: nuts

nuts.00004.52irt94a

ID: 1087176037

Label: nuts

orange.00024.52irta87

ID: 1087176051

Label: orange

orange.00025.52irtad8

ID: 1087176052

Label: orange

nuts.00018.52irt64j

ID: 1087176011

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	5,958
No. of clones	1