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.00020.52irt0fp

ID: 1087175956

Label: orange

nuts.00013.52irt73v

ID: 1087176019

Label: nuts

unknown.00016.52irteuh

ID: 1087176094

Label: unknown

nuts.00001.52irt9cm

ID: 1087176043

Label: nuts

orange.00003.52irt2sv

ID: 1087175982

Label: orange

orange.00001.52irt3i0

ID: 1087175986

Label: orange

nuts.00012.52irt74a

ID: 1087176021

Label: nuts

unknown.00006.52irtd65

ID: 1087176077

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	5,465
No. of clones	1