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.00001.52irt9cm

ID: 1087176043

Label: nuts

nuts.00011.52irt80e

ID: 1087176026

Label: nuts

orange.00024.52irta87

ID: 1087176051

Label: orange

nuts.00030.52irt3rv

ID: 1087175991

Label: nuts

nuts.00024.52irt4so

ID: 1087176002

Label: nuts

nuts.00032.52irt3k2

ID: 1087175989

Label: nuts

orange.00000.52irt3hv

ID: 1087175987

Label: orange

nuts.00012.52irt74a

ID: 1087176021

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	5,276
No. of clones	1