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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unknown.00014.52irtefe

ID: 1087176091

Label: unknown

orange.00000.52irt3hv

ID: 1087175987

Label: orange

nuts.00012.52irt74a

ID: 1087176021

Label: nuts

nuts.00003.52irt968

ID: 1087176040

Label: nuts

nuts.00011.52irt80e

ID: 1087176026

Label: nuts

nuts.00000.52irt9d2

ID: 1087176042

Label: nuts

unknown.00008.52irtdks

ID: 1087176082

Label: unknown

orange.00008.52irt2ho

ID: 1087175977

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	4,478
No. of clones	1