Data Analysis/Mining Machine Learning Computer Vision S/W for OPI 5

oh122

Fully GUI based powerful CMSR Data Mining / Machine Learning Studio is available for Orange Pi 5 users. It runs on Joshua Riek's Ubuntu and Armbian. (OPI's official ditros have webkit bugs. So you can't run on them currently.) It supports the following tools;

- Data analysis: poweful charts such as bars, pies, sankey, histogram, cross tables, grop-by reports, etc.
- Data mining: hotspot drill-down analysis, basket analysis, time-series, etc.
- Machine learning: ANN neural network, decision tree, Self Organizing Maps (SOM), regression, etc.
- Computer vision: Convolutional neural networks (CNN), object detection (YOLO tools), etc.
- Rule engine: SQL-like syntax rules, incorporating ANN, decision tree, SOM, regression models.

Minimum RAM size is 4GB. 8GB or more is recommended for large datasets.

Free download is available from the following link;

  CMSR Studio download


The following link provides software information;

CMSR Data Mining / Machine Learning Studio


Except rule engine, all fully GUI based. No need for coding! It can turn your OPI 5 into data mining and machine learning system.

It is based on Java. So you can run on various machines. Supported systems are;
- Windows
- Linux (x64, RPI 4/5 Ubuntu, OPI 5 Joshua Riek's Ubuntu and Armbian)
- MacOS

It supports OpenCL GPU for computer vision tools. For large dataset computer vision, you will need powerful GPU. It works with SQL database systems such as PostgreSQL, MySQL, etc.

comewe7091

Wow, this is really interesting reading.  I am glad I found this and got to read it.  Great job on this content.  I like it.        blackstash

aali

Hiya, I’m really glad I have found this information. Nowadays bloggers publish only about gossips and net and this is actually annoying. A good website with interesting content, that’s what I need. Thanks for keeping this web-site, I will be visiting it. Do you do newsletters? Can’t find it.        link BJ27