58 citations · 58 across the 2 of their papers we have counts for
2 papers
cs.CV2024
K-Origins: Better Colour Quantification for Neural Networks
Lewis Mason, Mark Martinez
K-Origins is a neural network layer designed to improve image-based network performances when learning colour, or intensities, is beneficial. Over 250 encoder-decoder convolutional…
cs.CV2017★ 58 cited
Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars
Mark Martinez, Chawin Sitawarin, Kevin Finch +3
As an initial assessment, over 480,000 labeled virtual images of normal highway driving were readily generated in Grand Theft Auto V's virtual environment. Using these images, a CN…