Who we are
DeepSense supports collaborative projects between businesses in the ocean economy and academic researchers to drive growth through Artificial Intelligence, Machine Learning and the better use of data. Key ocean sectors we support include Energy, Food, Defence, Transportation, and Tourism.
An ocean related organization?
An ocean related academic researcher?
What our Partners say
WANT TO KNOW MORE ABOUT HOW DEEPSENSE CAN HELP YOU?
I recently completed an MSc in Computer Science at Dalhousie University. For my thesis, I analyzed sets of AIS* data I had not used before starting my Master’s degree. I want to share some lessons I learned about how to start working with unfamiliar data. *AIS: Automatic identification system is an automatic tracking system for […]
Do you have data, but are unsure if it is suitable for AI/ML? There are many different types of data, but they generally boil down to a few categories. Typically, your data will be: numerical categorical time series text Numerical Numerical data can also be called quantitative. It can be a continuous variable, like temperature […]
Graphical Processing Units or GPUs are popular among data scientists for use in training machine/deep learning models. But what is the difference between GPUs and their companions, central processing units (CPUs)? There are several aspects of GPUs that differ from CPUs. GPUs and modern CPUs have various cores, rather than one. A core is […]
We are often asked how much data one needs when using artificial intelligence/machine learning techniques. Unfortunately, there is no simple answer. It will depend highly on what type of data you have, and what methods you are employing. Is it possible to have too little data? Yes, but there can be some easy fixes. The […]