Srujan Prabhu Kumar M.

Developed a system using generative adversarial networks (GANs) to produce highly realistic images. The study designed a generator network and a discriminator network that trained adversarially: the generator creates synthetic images, and the discriminator judges whether they’re real or fake. Over time, the generator improves until the images are almost indistinguishable from real ones. The experiments showed strong visual quality, good diversity of outputs and a stable training process.

Developed a real-time system that tracks eye movement and translates gaze into mouse cursor control. Utilized computer vision and machine learning techniques to detect eye position, map it to screen coordinates, and allow hands-free cursor operation. Demonstrated usability, accuracy, and latency measurements in testing.