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.00003.52irt968

ID: 1087176040

Label: nuts

nuts.00031.52irt3pd

ID: 1087175990

Label: nuts

orange.00008.52irt2ho

ID: 1087175977

Label: orange

orange.00031.52irtbir

ID: 1087176062

Label: orange

nuts.00025.52irt4rm

ID: 1087176001

Label: nuts

orange.00013.52irt1i2

ID: 1087175967

Label: orange

nuts.00029.52irt49a

ID: 1087175994

Label: nuts

nuts.00024.52irt4so

ID: 1087176002

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	3,941
No. of clones	1