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.00023.52irt5q7

ID: 1087176004

Label: nuts

orange.00006.52irt2md

ID: 1087175979

Label: orange

unknown.00005.52irtd3n

ID: 1087176076

Label: unknown

orange.00030.52irtbf9

ID: 1087176061

Label: orange

nuts.00000.52irt9d2

ID: 1087176042

Label: nuts

unknown.00000.52irtc5j

ID: 1087176067

Label: unknown

nuts.00029.52irt49a

ID: 1087175994

Label: nuts

nuts.00032.52irt3k2

ID: 1087175989

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	6,364
No. of clones	1