OPTIMIZE PERFORMANCE: START YOUR ALGORITHM WITH THE SENSING SYSTEM

OPTIMIZE PERFORMANCE: START YOUR ALGORITHM WITH THE SENSING SYSTEM

OPTIMIZE PERFORMANCE: START YOUR ALGORITHM WITH THE SENSING SYSTEM

GLSEC Presentation by Ryan Johnson

AI systems understand the world through sensors and algorithms. Over the past few years, we’ve seen the capabilities and performance of sensors and algorithms rapidly increasing. Combine this with the introduction of open source development tools, and today, deploying an AI system is easier than ever, allowing for rapid adoption and application. 

One thing that hasn’t changed, is the difficulty in optimizing the performance of these systems in certain scenarios. To leverage the full potential of AI and overcome this difficulty, it’s important to understand the sensing system’s signal quality and how it drives algorithm requirements and capabilities. Whether improving the performance involves tuning sensor parameters or adding capability to the algorithm, it is the designer’s responsibility to navigate these relationships and trade-offs.

Download the Twisthink sampling sheet or presentation that uses computer vision as an example to unpack the best practice of starting your algorithm development with the sensing system. Learn about why having a system level perspective is important and these 3 techniques to enable the best practice: 

  • An iterative design approach
  • The data driven development framework
  • Designer tools to nail down the highest impact sensor parameters first

 

Growing businesses by improving the human experience.

Years in Business

Annual Projects Completed

Fortune 500 Clients

Patents in the Past Decade

Product Design Awards

Awards

Here, the science of design meets the art of technology.

Clients trust us to see what no one else does and to make what no one else can. Curious what that means? Let’s talk about creating something new together.

0:00
0:00