The ChallengeA large construction equipment company needed an advanced computer vision solution to identify and track heavy equipment loaded onto moving trucks. The goal was to create a system that could operate reliably across diverse settings and environmental conditions, ensuring accuracy…
Aquatic Insect Classification for Ecosystem Monitoring
The Challenge Aquatic insects are vital indicators of water quality and ecosystem health, serving as critical components of freshwater ecosystems. However, existing insect identification tools focus primarily on terrestrial species, leaving a gap in the ability to classify aquatic insects efficiently….
Measuring Golf Ball Deceleration with Computer Vision
The Challenge Understanding the deceleration of a golf ball on a putt is crucial for players to fine-tune their performance and adapt to varying green conditions. Traditional measurement methods are manual and lack precision, making it difficult for players to consistently…