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_193131.jpg.2rmb5vcb.ingestion-cc4d66496-8p56s.jpg.2rmvg3ah

ID: 978611969

IMG_20220213_153307.jpg.2rmb636u.ingestion-cc4d66496-7qjrh.jpg.2rmvg7ji

ID: 978611902

IMG_20210629_193518.jpg.2rmb5v9t.ingestion-cc4d66496-7qjrh.jpg.2rmvfo20

ID: 978611980

IMG_20220211_152041.jpg.2rkcf2oi.ingestion-cc4d66496-lvpgn.jpg.2rmbbrst.ingestion-cc4d66496-8p56s.jpg.2rmvg415

ID: 978611961

IMG_20220213_153208.jpg.2rmb62oo.ingestion-cc4d66496-8p56s.jpg.2rmvflli

ID: 978611984

IMG_20220211_152508.jpg.2rkcf4m5.ingestion-cc4d66496-7qjrh.jpg.2rmbbsdb.ingestion-cc4d66496-8p56s.jpg.2rmvg4fl

ID: 978611951

IMG_20210629_193536.jpg.2rmb5vdj.ingestion-cc4d66496-7qjrh.jpg.2rmvg3n6

ID: 978611968

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	4,775
No. of clones	8