Avnish Patel

Logarithmic Lenses: Exploring Log RGB Data for Image Classification

The design of deep network architectures and training methods in computer vision has been well-explored. However in almost all cases the images have been used as provided with little exploration of pre-processing steps beyond normalization and data augmentation. Virtually all images posted on the we…