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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scissors.3j6v4b23

ID: 334722601

curvedtweezers.3j98ci31

ID: 334722415

disposabletweezers.3j9do8p1

ID: 334722351

screwdriver.3j6t3a4j

ID: 334722654

screwdriver.3j6t77o6

ID: 334722649

disposabletweezers.3j9esorq

ID: 334722307

curvedtweezers.3j8p729e

ID: 334722538

screwdriver.3j6t8j43

ID: 334722645

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	53,839
No. of clones	8