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

nuts.00003.52irt968

ID: 1087176040

Label: nuts

orange.00026.52irtamr

ID: 1087176054

Label: orange

nuts.00026.52irt4of

ID: 1087176000

Label: nuts

nuts.00009.52irt81v

ID: 1087176030

Label: nuts

nuts.00006.52irt89f

ID: 1087176033

Label: nuts

unknown.00001.52irtc62

ID: 1087176068

Label: unknown

orange.00015.52irt0m5

ID: 1087175961

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

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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	3,646
No. of clones	1