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.00031.52irtbir

ID: 1087176062

Label: orange

orange.00007.52irt2kq

ID: 1087175978

Label: orange

orange.00022.52irt9ud

ID: 1087176048

Label: orange

orange.00003.52irt2sv

ID: 1087175982

Label: orange

nuts.00018.52irt64j

ID: 1087176011

Label: nuts

orange.00032.52irtc47

ID: 1087176066

Label: orange

orange.00026.52irtamr

ID: 1087176054

Label: orange

unknown.00009.52irtdmv

ID: 1087176083

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	3,400
No. of clones	1