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.00006.52irt89f

ID: 1087176033

Label: nuts

nuts.00030.52irt3rv

ID: 1087175991

Label: nuts

orange.00014.52irt1ei

ID: 1087175966

Label: orange

unknown.00014.52irtefe

ID: 1087176091

Label: unknown

nuts.00025.52irt4rm

ID: 1087176001

Label: nuts

unknown.00007.52irtd6m

ID: 1087176078

Label: unknown

orange.00022.52irt9ud

ID: 1087176048

Label: orange

nuts.00014.52irt71g

ID: 1087176018

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	6,249
No. of clones	1