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.00015.52irt71b

ID: 1087176020

Label: nuts

orange.00007.52irt2kq

ID: 1087175978

Label: orange

orange.00028.52irtb73

ID: 1087176059

Label: orange

unknown.00015.52irtekh

ID: 1087176092

Label: unknown

orange.00001.52irt3i0

ID: 1087175986

Label: orange

unknown.00013.52irtee6

ID: 1087176090

Label: unknown

nuts.00004.52irt94a

ID: 1087176037

Label: nuts

nuts.00031.52irt3pd

ID: 1087175990

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	6,970
No. of clones	1