Developer Marcial / PetDetect Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

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PetDetect

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About this project

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Data (6,469 items)

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miniature_pinscher_109.jpg.36l4fp3a.ingestion-84c6dbccd4-99qtn

ID: 123331494

Label: Pet

unknown.image386.jpg.386qjarn.ingestion-769f4c98b-7wkmx.jpg.38tgk697.ingestion-959df9999-dqftq

ID: 123330923

Label: NotPet

basset_hound_122.jpg.36l49725.ingestion-84c6dbccd4-vh7hk

ID: 123333224

Label: Pet

Bengal_75.jpg.36l49t35.ingestion-84c6dbccd4-rgbpf

ID: 123333059

Label: Pet

miniature_pinscher_24.jpg.36l4fjto.ingestion-84c6dbccd4-rgbpf

ID: 123331537

Label: Pet

german_shorthaired_152.jpg.36l4d6jp.ingestion-84c6dbccd4-rgbpf

ID: 123332151

Label: Pet

unknown.image615.jpg.386qfsnv.ingestion-769f4c98b-9qqg6.jpg.38tgm80t.ingestion-959df9999-p6s57

ID: 123330077

Label: NotPet

Maine_Coon_104.jpg.36l4fcnt.ingestion-84c6dbccd4-rgbpf

ID: 123331601

Label: Pet

Model accuracy (Unoptimized (float32))

Validation set

98.9%

Test set

99.0%

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency

104 ms.

Peak RAM usage

260.1K

Flash usage

324.4K

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Dataset summary

Data collected

6,469 items

Labels

NotPet, Pet

Project info

Project ID	127583
Project version	1
License	No license attached
No. of views	75,382
No. of clones	13