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_20220213_153258.jpg.2rmb6339.ingestion-cc4d66496-7qjrh.jpg.2rmvg7je

ID: 978611903

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

ID: 978611954

IMG_20220211_152142.jpg.2rkcf843.ingestion-cc4d66496-8p56s.jpg.2rmbbrti.ingestion-cc4d66496-7qjrh.jpg.2rmvg44k

ID: 978611957

IMG_20220211_152110.jpg.2rkcf6pd.ingestion-cc4d66496-7qjrh.jpg.2rmbbrt9.ingestion-cc4d66496-7qjrh.jpg.2rmvg443

ID: 978611959

IMG_20220214_081107.jpg.2rper4dq

ID: 978611898

IMG_20210629_193548.jpg.2rmb5ve5.ingestion-cc4d66496-lvpgn.jpg.2rmvfo7e

ID: 978611979

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

ID: 978611917

IMG_20220213_102402.jpg.2rmb619l.ingestion-cc4d66496-7qjrh.jpg.2rmvfkrc

ID: 978611988

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	2,442
No. of clones	7