1. CELSO
  2. Data

CELSO Data Science Division

Our main focus is on researching applications for machine learning solutions in Big Data context.

Our assets are data gathering solutions installed that collect information in the real estate, construction and travel industries in Romania. Currently we are developing pattern recognition algorithms aiming to find behavior-action correlations in multiple stages of sale funnels.

We are looking for investors to fund our research either public (research grants) or private (equity). Ethics is of great importance to us so please refrain to inquire any kind of kind of proposal that has exploitative nature towards our data sets - users.

Under Construction

Machine Vision

We develop machine vision based industrial applications for production line automation implementations.

Applications

Machine vision is coupled with machine learning and can have various applications in many fields:

Production

Current context Top players Industry worth What we can control What we can research Resources needed
Robot arm equipped with camera, connected to machin vision system
Object recognition and manipulation system demonstrated by ABB Robotics

Medical

Current context Top players Industry worth What we can control What we can research Resources needed
Automated chest x-ray analysis tool based on machine learning and machine vision
Pattern recognition using TensorFlow on chest X-ray applied in pneumonia detection.

Security

Current context Top players Industry worth What we can control What we can research Resources needed
Visual pattern detection in crowded environment
Visual pattern recognition in crowded environment detecting various types of behaviour and shapes.

Traffic

Current context Top players Industry worth What we can control What we can research Resources needed
Real time traffic object detection used in self driving cars
Real time traffic object detection used in self driving cars

Tools and techniques

We use the most popular tools available for vision-based machine learning like TensorFlow and PyTorch frameworks along with commond IDEs.

TensorFlow

PyTorch

Jupyter Notebooks

Anaconda and PyCharm

Data Science

We develop machine vision based industrial applications for production line automation implementations.

Machine Learning

We develop machine vision based industrial applications for production line automation implementations.

Research

We develop machine vision based industrial applications for production line automation implementations.

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