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_193536.jpg.2rmb5vdj.ingestion-cc4d66496-7qjrh.jpg.2rmvg3n6

ID: 978611968

IMG_20220211_152236.jpg.2rkcf3nf.ingestion-cc4d66496-8p56s.jpg.2rmbbscc.ingestion-cc4d66496-lvpgn.jpg.2rmvg4al

ID: 978611954

IMG_20220213_102232.jpg.2rmb60qg.ingestion-cc4d66496-7qjrh.jpg.2rmvg69u

ID: 978611917

IMG_20220211_152102.jpg.2rkcf5bj.ingestion-cc4d66496-lvpgn.jpg.2rmbbrt8.ingestion-cc4d66496-lvpgn.jpg.2rmvg443

ID: 978611955

IMG_20220213_153254.jpg.2rmb62se.ingestion-cc4d66496-7qjrh.jpg.2rmvflno

ID: 978611983

IMG_20220211_152954.jpg.2rkcf7d8.ingestion-cc4d66496-7qjrh.jpg.2rmbbtbf.ingestion-cc4d66496-7qjrh.jpg.2rmvg4ua

ID: 978611942

IMG_20220214_204524.jpg.2rper6q4

ID: 978611878

IMG_20220213_153313.jpg.2rmb637f.ingestion-cc4d66496-lvpgn.jpg.2rmvflqd

ID: 978611982

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	3,019
No. of clones	8