Edge Impulse Experts / Surgery Inventory Synthetic NVIDIA Public

Surgery Inventory Synthetic NVIDIA

Object detection
medical

About this project

This is a computer vision application to keep track of instruments and materials used during surgery as an extra layer of control to avoid Retained Surgical Bodies. To achieve this an object detection model was created using over 30,000 annotated synthetic training images generated with NVIDIA Omniverse Replicator.

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Dataset summary

Data collected
30,001 items
Labels
scalpel, scissors, sponge, tweezers

Project info

Project ID 371734
License Apache 2.0
No. of views 123,231
No. of clones 1