What we do
Contact me to see how these apply to your business
Data is core to machine learning and annotation is core to supervised learning. Data collection and annotation are significant challenges that sometimes can be eased using simulators. Computers can generate realistic data with perfect annotation at high speed.
Combining the AI and Visualization skills of Berge make us the perfect partner if synthetic data is right for you. Images are the obvious example – and there we have a long experience of synthetic data for both supervised and reinforcement learning using the game engine Unreal – but not the only one since synthetic data can be generated in many domains, e.g. by using GANs.
Our aim is to place our partners in the best position for the future of their business. Using a diverse team strengthened from cross disciplinary fields of expertise, we are able to work with our partners to develop solutions for extremely difficult problems by proposing radical solutions over short periods of time. Through understanding their business plan, analyzing both the current and future market spaces, trends and technology development, our teams are able to tailor the development specifically for each of our partners. Our teams move from problem identification through idea generation, prototyping and validation stages in order to identify whether or not an idea is something which will place our customers in the best position moving forward.
Deep learning is already changing many industries. To stay on top, developers need to understand what it is and how to use it.
This 2-day course aims at overcoming the most common hurdles by acquainting the attendees with current deep learning concepts along with state-of-the-art network architectures and how one goes from idea to serving a network.
Participants will get access to the Google Cloud Platform during the course and all programming and training of networks will be performed in the cloud. This allows quick training of our models during the course.
We help you with answering research questions around AI. It could be conducting studies of algorithms, data, application, or something different. We have collaboration with Chalmers – the local University of Technology – and with industrial partners.
Artificial Intelligence, Machine Learning, and Deep Learning… what is what and how can you use it?
If you and your organisation what to get acquainted with the basic terms and begin to understand what AI will mean for you, then our AI seminar is the step for you. The 3-hour will introduce the terminology, the different techniques, and the fundamental challenges in building a machine learning product mixed with examples and cases.
Just started with machine learning and need to build a pipeline? Or, having a legacy solution you want to accelerate with the power of GPUs?
Berge helps you design a pipeline tailored to your needs. Together with our partners Nvidia and Google Cloud, we help you scale and accelerate to create significant business value from you machine learning solution.
Berge and Google Cloud are partners around machine learning and through this partnership, we deliver the Cloud Discover workshop.
Machine Learning helps customers who are new to machine learning to understand machine learning concepts and identify potential business problems that can be solved using them. This service includes an overview session, use case identification workshop, interviews with key stakeholders, technical assessment, and an executive summary report.