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_153122.jpg.2rmb62tj.ingestion-cc4d66496-8p56s.jpg.2rmvg763

ID: 978611906

IMG_20220211_152426.jpg.2rkcf46e.ingestion-cc4d66496-7qjrh.jpg.2rmbbscu.ingestion-cc4d66496-lvpgn.jpg.2rmvg4dg

ID: 978611953

IMG_20220213_102340.jpg.2rmb617g.ingestion-cc4d66496-7qjrh.jpg.2rmvg6ap

ID: 978611914

IMG_20220213_151117.jpg.2rmb621k.ingestion-cc4d66496-lvpgn.jpg.2rmvg6ph

ID: 978611910

IMG_20210629_193204.jpg.2rmb61j7.ingestion-cc4d66496-lvpgn.jpg.2rmvg3ae

ID: 978611971

IMG_20210629_193610.jpg.2rmb5vj8.ingestion-cc4d66496-lvpgn.jpg.2rmvg3nd

ID: 978611964

IMG_20220211_152433.jpg.2rkcf46v.ingestion-cc4d66496-8p56s.jpg.2rmbbsd0.ingestion-cc4d66496-8p56s.jpg.2rmvg4f4

ID: 978611948

IMG_20220214_081104.jpg.2rper49l

ID: 978611899

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	3,245
No. of clones	8