Scorpion Vision XV – 3D Defect Classification with Machine Learning


We are proud to announce that Scorpion Vision Software version XV is out.

Three years of hard works has come to an end.
We all look forward to take advantage of the new features and benefits.

3D heightmap where defect are classified with machine learning on this image dents and bulges

The 3D Image is captured by the Scorpion 3D Stinger Scanner featuring a peak scan-rate of 3500 laser lines per second and a 12 bit high dynamic range image sensor.


In Scorpion Vision XV we use Python 3 and the machine learning library skLearn to train a defect-classification with the following defects on a 3D surface scan:

  • Cut
  • Hole
  • Dent
  • Bulge

The Scorpion 3D Stinger classification is super fast

 We provide a sample profile showing how the Scorpion tool Blob4 can provide the features to the machine learning algorithms.

3D Classification of Cuts, Holes, Bulges, Dents or nothing marked with ‘-‘

This provides the technology for a new generation 3D applications based upon the latest machine learning technology technology.

This sample using Linear Regression and a State Vector Machine

Scorpion 3D Stinger™ is a family of machine vision components and software products. They provide simple, state of the art and cost-effective building blocks for OEM and system integrators.

Register for Scorpion and Tordivel News


Machine Vision – TordivelBlog

No Comments

Leave a Reply

Your e-mail address will not be published. Required fields are marked *

Video – Real-time neural fish tracking

A new generation fish farming applications are here. Scorpion Stinger Technology provides the industrial strength to succeed in your factory. Tordivel has provided industrial strength applications since 2000 based on this technology. On a Scorpion Stinger Neural PC we locate multiple fishes in 100 ms. In addition to locating the …

Scorpion Vision wins the PPMA Innovative Vision Solution award for 2019

Tribute to the Scorpion Vision team for winning the award for the Innovate Vision Solution @ the large PPMA Automation Show in Birmingham.   Paul Wilson – CEO  of Scorpion Vision Ltd is the proud winner of the PPMA 2019 Innovative Vision Solution award for the unique 3D Robotics Cheese …

Check-out Scorpion 3D StingerSMARTcam @ PPMA in Birmingham 1-3.october

We are to present the Scorpion 3D Stinger SMARTcamera @ PPMA in Birmingham 1.-3. October 2019 at Scorpion Vision Ltd Stand A03 Plug and play – connect to the internet – state-of-the art 3D machine vision in  box – long reference list for real world 3D applications Check out Scorpion …