Our projects
Autonomous and
AI-based solutions for industry
3D pose estimation
Development of a logistic carrier recognition system for autonomous forklifts
Development of a logistic carrier recognition system for autonomous forklifts
The goal of the project is to develop an AI-powered system for recognising and localising logistic carriers (pallets) in 3D space, designed for use with autonomous forklifts of the AGV/AMR class. The project is carried out in cooperation with business partner ETISOFT Sp. z o.o.
The solution uses advanced computer vision and machine learning techniques: neural networks for pallet keypoint detection, Luxonis Oak-D 3D cameras, and NVIDIA Jetson edge computing units. Training data is generated synthetically in the NVIDIA Omniverse environment and validated on real-world recordings from a laboratory setup integrated with ROS 2.
The outcome of the project is an MVP with core functionalities, ready for testing in real warehouse conditions. The solution targets manufacturers of autonomous industrial vehicles and contributes to higher levels of warehouse automation in Polish enterprises.
This project is co-financed by the European Union from the European Regional Development Fund.
The goal of the project is to develop an AI-powered system for recognising and localising logistic carriers (pallets) in 3D space, designed for use with autonomous forklifts of the AGV/AMR class. The project is carried out in cooperation with business partner ETISOFT Sp. z o.o.
The solution uses advanced computer vision and machine learning techniques: neural networks for pallet keypoint detection, Luxonis Oak-D 3D cameras, and NVIDIA Jetson edge computing units. Training data is generated synthetically in the NVIDIA Omniverse environment and validated on real-world recordings from a laboratory setup integrated with ROS 2.
The outcome of the project is an MVP with core functionalities, ready for testing in real warehouse conditions. The solution targets manufacturers of autonomous industrial vehicles and contributes to higher levels of warehouse automation in Polish enterprises.
This project is co-financed by the European Union from the European Regional Development Fund.
Geophisical images
Salt segmentation
Salt segmentation
A comprehensive 3D platform that seamlessly integrates a digital twin of our sophisticated robotic system with advanced 3D vision capabilities.
A comprehensive 3D platform that seamlessly integrates a digital twin of our sophisticated robotic system with advanced 3D vision capabilities.
Object detection
Safe and Healthy
Safe and Healthy
AI object detection and recognition for health and safety involves the use of sophisticated algorithms to identify and classify various objects and conditions in an environment, such as safety gear (helmets, gloves) and potentially hazardous zones. By analyzing visual data from cameras in real-time, this technology can alert personnel to safety violations or risks, such as the absence of required protective equipment or the presence of individuals in restricted areas. It enhances workplace safety by enabling proactive measures, minimizing accidents, and ensuring compliance with safety regulations.
AI object detection and recognition for health and safety involves the use of sophisticated algorithms to identify and classify various objects and conditions in an environment, such as safety gear (helmets, gloves) and potentially hazardous zones. By analyzing visual data from cameras in real-time, this technology can alert personnel to safety violations or risks, such as the absence of required protective equipment or the presence of individuals in restricted areas. It enhances workplace safety by enabling proactive measures, minimizing accidents, and ensuring compliance with safety regulations.
Medical images
Atherosclerotic plaque segmentation
Atherosclerotic plaque segmentation
Leverage 3D Vision for depth understanding, Odometry for precise positioning, and Synthetic Data to train AI models. These tools are essential for accurate analysis and enhanced AI performance.
Leverage 3D Vision for depth understanding, Odometry for precise positioning, and Synthetic Data to train AI models. These tools are essential for accurate analysis and enhanced AI performance.
Eye tracking
Alzheimer disease
Alzheimer disease
We deliver Embedded Solutions and AI Integration, connecting IoT devices for smarter operations. Our scalable, robust software solutions drive innovation and operational excellence.
We deliver Embedded Solutions and AI Integration, connecting IoT devices for smarter operations. Our scalable, robust software solutions drive innovation and operational excellence.
Medical images
Atherosclerotic plaque segmentation
Atherosclerotic plaque segmentation
Leverage 3D Vision for depth understanding, Odometry for precise positioning, and Synthetic Data to train AI models. These tools are essential for accurate analysis and enhanced AI performance.
Leverage 3D Vision for depth understanding, Odometry for precise positioning, and Synthetic Data to train AI models. These tools are essential for accurate analysis and enhanced AI performance.