Edge Impulse Experts / Surgery Inventory (Created by Eivind Holt) Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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Surgery Inventory (Created by Eivind Holt)

Object detection

medical

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (625 items)

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disposabletweezers.3j9f9cls

ID: 334722265

scissors.3j6v9h97

ID: 334722588

background.3j9crk95

ID: 334722367

disposabletweezers.3j9gn5h4

ID: 334722205

disposabletweezers.3j9guild

ID: 334722183

disposabletweezers.3j9gv8vl

ID: 334722185

mixed.3kilba5q

ID: 334721988

disposabletweezers.3j9gngm6

ID: 334722210

Model accuracy (Unoptimized (float32))

Validation set

95.6%

Test set

-

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

76 ms.

Peak RAM usage

239.1K

Flash usage

72.7K

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Dataset summary

Data collected

625 items

Labels

curvedtweezers, disposabletweezers, forceps, screwdriver, sponge

Project info

Project ID	94601
Project version	3
License	Apache 2.0
No. of views	44,817
No. of clones	4