Company Filing History:
Years Active: 2020-2023
Title: Innovations of Survi Kyal
Introduction
Survi Kyal is an accomplished inventor based in Chestnut Hill, MA (US). He has made significant contributions to the fields of machine learning and drowsiness detection technology. With a total of three patents to his name, Kyal's work is at the forefront of innovation in these areas.
Latest Patents
One of Kyal's latest patents focuses on synthetic data for neural network training using vectors. This invention involves using synthetic data to enhance machine learning processes. It includes obtaining facial images to create a training dataset for a neural network. The facial elements are encoded into vector representations, and a generative adversarial network (GAN) is trained to produce synthetic vectors that evade detection by the discriminator. This process also involves assessing generator accuracy to improve classifier performance.
Another notable patent addresses in-vehicle drowsiness analysis using blink rate. This technology captures video of an individual inside a vehicle and analyzes it to detect blink events. By employing temporal analysis, the system identifies when the individual's eyes are closed. The blink-rate information is then used to calculate a drowsiness metric, which can influence vehicle operation. The system also compensates for blink-rate information based on the individual's demographic data.
Career Highlights
Survi Kyal is currently employed at Affectiva, Inc., a company known for its advancements in emotion recognition technology. His work there has been instrumental in developing innovative solutions that leverage artificial intelligence for real-world applications.
Collaborations
Kyal collaborates with notable colleagues such as Rana El Kaliouby and Ajjen Das Joshi. Their combined expertise contributes to the success of projects at Affectiva, Inc.
Conclusion
Survi Kyal's contributions to machine learning and drowsiness detection exemplify the impact of innovative thinking in technology. His patents reflect a commitment to enhancing safety and efficiency through advanced solutions.