Ground truth data is observational data from real-world scenarios. It often involves people, and collecting data from people requires consideration of data privacy and security. Indeed, privacy and security are among the most significant risk factors for firms...
Our client, a renowned social media company and product developer, hired us to work on an environmental and human data collection study. The focus of this study was on hand gesture recognition on head-mounted devices (Head mounted virtual reality) from demographically...
On the surface, speech data collection sounds like it should be simple. After all, we all can record our voices with our phones at any time. However, a professional speech data collection project is about far more than just recording voices. Instead, we need a...
In 2020, COVID-19 upended everyday life and forced businesses to react quickly to public health mandates. Every company grappled with the challenges of staying informed about an ever-changing virus, promoting safety, and remaining operational. However, data collection...
Ground truth data is crucial for companies that develop Artificial Intelligence (AI) and Machine Learning (ML) products that ultimately have human interaction. AI and ML models require massive quantities of data to train. Collecting that data requires substantial...
BACKGROUND A popular social media company was preparing to enter the in-home smart-hub market in the fourth quarter of 2018. Already lagging behind the introductions of other smart-hub devices, the company understood that its success relied upon targeting a narrow set...
