Edge Impulse Experts / Object Detection - nuts Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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Object Detection - nuts

Object detection

About this project

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Data (141 items)

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IMG_20210629_193329.jpg.2rmb5uch.ingestion-cc4d66496-7qjrh.jpg.2rmvg3aq

ID: 978611970

IMG_20210629_193338.jpg.2rmb5uju.ingestion-cc4d66496-8p56s.jpg.2rmvg3b2

ID: 978611972

IMG_20220211_152448.jpg.2rkcf4g1.ingestion-cc4d66496-7qjrh.jpg.2rmbbsd7.ingestion-cc4d66496-lvpgn.jpg.2rmvg4fb

ID: 978611947

IMG_20220212_210117.jpg.2rkcfa15.ingestion-cc4d66496-7qjrh.jpg.2rmbbug1.ingestion-cc4d66496-lvpgn.jpg.2rmvg5qe

ID: 978611921

IMG_20220212_210137.jpg.2rkcfa28.ingestion-cc4d66496-7qjrh.jpg.2rmbbugd.ingestion-cc4d66496-lvpgn.jpg.2rmvg5qn

ID: 978611920

IMG_20220211_152518.jpg.2rkcf4n2.ingestion-cc4d66496-lvpgn.jpg.2rmbbsdg.ingestion-cc4d66496-lvpgn.jpg.2rmvg4g0

ID: 978611945

IMG_20220214_143038.jpg.2rper4v2

ID: 978611892

IMG_20220211_153002.jpg.2rkcf7kt.ingestion-cc4d66496-lvpgn.jpg.2rmbbtbl.ingestion-cc4d66496-8p56s.jpg.2rmvg4uo

ID: 978611939

Model accuracy (Unoptimized (float32))

Validation set

98.0%

Test set

82.8%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

752 ms.

Peak RAM usage

123.8K

Flash usage

76.4K

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Dataset summary

Data collected

141 items

Labels

nut

Project info

Project ID	391415
Project version	3
License	Apache 2.0
No. of views	2,328
No. of clones	7