Bitgear - High-Tech R&D

High-Tech R&D

If you are looking for the partner to boost your in-house R&D capabilities - Bitgear is an excellent choice! High-tech R&D specialist services and consultancy is our tech base: all our other services and products benefit directly from our deep technical expertise and scientific background.

Since we are a product company as well, we know how to articulate and steer research and innovation toward the applicable results, within the predictable budget. We believe that this fact is our main competitive advantage!

Sensor fusion

The deep understanding of how sensors function and how they interact with nature at the cyber-physical edge, is one of Bitgear's biggest competitive advantages! Creating "Smart sensors" by Sensors fusion, and masterfully splitting the processing between EDGE and Cloud, pushes the limits of what IoT can do and where IoT can reach.

We create low-power, low-cost sensing solutions with enhanced precision and capabilities, meant to work predictably over the complete system lifecycle.

Sensor fusion algorithms development and implementation, based on "hardware-in-the-loop" real-life measurements
EDGE ⇔ Cloud architecture trade-offs to reduce power and increase precision
Expertise with modern IoT sensors technologies at all levels: mmWave RADAR, spectral analysis sensors, snapshot cameras, etc.
DSP and AI expertise for an IoT "enhancement layer"

AI / ML applications

Artificial Intelligence (AI) as a method to make machines mimic human behavior, and Machine Learning (ML) to enable machines to improve with data becoming available, are creating a paradigm shift in many sectors of technology applications. The IoT is not an exception! However, creating "practical AI" to enhance IoT solutions is a very challenging task, because of data acquisition volatility/validity issues specific for cyber-physical systems.

Bitgear's researchers are very experienced in articulating the practical AI models, enhancing not only the service level of IoT systems, but also providing predictive maintenance of the mass-deployed IoT system itself.

Data and signals analysis and modelling
Application of the Deep Learning image processing techniques
AI / ML practical algorithms implementation using libraries such as TensorFlow, Keras, PyTorch for new model development, and implementation in both C++ and Python for model deployment on the HW platforms
Implementation of AI/ML algorithms on the EDGE devices and balancing between EDGE ⇔ Cloud processing for efficiency and precision
Integration of industrial standard algorithms into the complex AI-powered solutions

Explore our AI/ML specific use cases, illustrating our experience in a broad range of applications, including industry and smart cameras, health domain, autonomous driving, predictive maintenance, to the complete sensors fusion and perception systems:

Industrial machine vision with FPGA

Machine vision (MV) is an important enabler across the range of industrial applications, where we merged our long-lasting experience in FPGA systems design with the knowledge of real-time data processing and deep learning neural networks applications.

Bitgear is a perfect partner for companies looking to develop and implement MV systems, running on the latest and most powerful FPGA Systems-on-Chip solutions as mighty engines of Industry 4.0.

Machine vision (MV) and image processing expertise
FPGA implementation of complex the DSP and MV algorithms, including custom Deep Learning enhancements
Upgrading complex embedded systems by accelerating algorithms already running on different processors
Design, simulation, implementation and verification of custom IP Core processing engines for different fields of IIoT data processing

High-Tech R&D

Hardware and embedded

Being a product company on our own, we create embedded systems with certification and scalability as a priority from the start.

Sensor fusion

We create low-power, low-cost sensing solutions with enhanced precision and capabilities, meant to work predictably over the complete system lifecycle.

AI / ML applications

Bitgear's researchers are very experienced in articulating the practical AI models, enhancing not only the service level of IoT systems, but also providing predictive maintenance of the mass-deployed IoT system itself.

Industrial machine vision with FPGA

Bitgear is a perfect partner for companies looking to develop and implement MV systems, running on the latest and most powerful FPGA Systems-on-Chip solutions as mighty engines of Industry 4.0.

Partners

We are a world class innovation partner able to conceptualize, engineer and vivify even the most complicated and almost impossible products.

Circular Economy by Design

Partners

Milestones