Edge Impulse Experts / Surgery Inventory Synthetic Public
Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

Surgery Inventory Synthetic

Object detection

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 (35,067 items)

View all
rgb_3084
Download
ID: 781250407
rgb_0479
Download
ID: 781252533
rgb_5012
Download
ID: 781248879
rgb_6450
Download
ID: 781241312
rgb_3114
Download
ID: 781234997
rgb_4517
Download
ID: 781249267
rgb_3707
Download
ID: 781243505
rgb_6254
Download
ID: 781257590

Model accuracy (Unoptimized (float32))

Validation set
84.6%
Test set
75.7%

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

Latency
81 ms.
Peak RAM usage
239.4K
Flash usage
78.0K

Run this model

Scan QR code or launch in browser
Launch in browser

Dataset summary

Data collected
35,067 items
Labels
scalpel, scissors, sponge, tweezers

Project info

Project ID 322153
Project version 5
License Apache 2.0
No. of views 264,532
No. of clones 28
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy