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_1355
Download
ID: 781236497
rgb_0813
Download
ID: 781237790
rgb_6632
Download
ID: 781247578
rgb_1281
Download
ID: 781253499
rgb_1415
Download
ID: 781251749
rgb_3444
Download
ID: 781259875
rgb_6615
Download
ID: 781247586
rgb_8597
Download
ID: 781239590

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 319,874
No. of clones 43
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy