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_102402.jpg.2rmb619l.ingestion-cc4d66496-7qjrh.jpg.2rmvfkrc

ID: 978611988

IMG_20220211_152119.jpg.2rkcf6v2.ingestion-cc4d66496-8p56s.jpg.2rmbbrtd.ingestion-cc4d66496-lvpgn.jpg.2rmvg444

ID: 978611956

IMG_20220211_153117.jpg.2rkcf7f2.ingestion-cc4d66496-7qjrh.jpg.2rmbbtcd.ingestion-cc4d66496-7qjrh.jpg.2rmvg52k

ID: 978611934

IMG_20220214_080712.jpg.2rper4oa

ID: 978611893

IMG_20210629_193406.jpg.2rmb5umn.ingestion-cc4d66496-lvpgn.jpg.2rmvg3au

ID: 978611975

IMG_20220214_143046.jpg.2rper529

ID: 978611891

IMG_20220214_080656.jpg.2rper2hr

ID: 978611900

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

ID: 978611964

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	3,740
No. of clones	8