We are looking for machine learning engineers and researchers to join our R&D department.
As a member of our team, you will be involved in machine learning projects related to computer vision, speech processing, and speech recognition. You will be responsible for developing and implementing state-of-the-art algorithms based on artificial neural networks to solve problems for microbiology and Industry 4.0.
We carry out several deep learning projects supported by National Centre of Research and Development you can join:
Project 1
Augmented Reality (AR) is one those technologies that has the great potential to impact industrial manufacturing processes. One of the common use case of AR is to support maintenance operations, by e.g. presenting instructions and informations placed over given equipment. In order to achieve this in a fully automated way we are developing algorithms for 6D object pose estimation based on RGB-D images.
If you join this project you will work on deep learning solutions for 6D positioning and collect necessary data using robotic arms.
Project 2
There is no good AR system without an intuitive user interface. In order to make our AR products useful and user-friendly we are going to design several solutions for human-computer interactions.
If you join this project you will work on methods for speech denoising, keyword spotting and gesture recognition.
Project 3
In microbiological laboratories there are some repeatable and tedious tasks which can be automated using deep learning methods. In collaboration with microbiologists from University of Wroclaw we are developing solutions for detection, classification and counting bacterial colonies grown on agar plates.
If you join this project you will work on deep learning solutions for computer vision problems.
