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.00012.52irt1i2

ID: 1087175968

Label: orange

nuts.00000.52irt9d2

ID: 1087176042

Label: nuts

nuts.00024.52irt4so

ID: 1087176002

Label: nuts

nuts.00032.52irt3k2

ID: 1087175989

Label: nuts

orange.00010.52irt1ln

ID: 1087175969

Label: orange

orange.00000.52irt3hv

ID: 1087175987

Label: orange

orange.00027.52irtavu

ID: 1087176056

Label: orange

orange.00020.52irt0fp

ID: 1087175956

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	7,270
No. of clones	1