Aybüke YalçınerAlgorithmsIn this series, we will describe the fundamental algorithms. First, we will start with the sorting algorithms such as selection sort…Dec 14, 2022Dec 14, 2022
Aybüke YalçınerCorrelation vs Convolution FilteringFiltering an image is replacing each pixel with a linear combination of its neighbors.Sep 8, 20191Sep 8, 20191
Aybüke YalçınerBag of Visual Words with Spatial TilingIn the previous blog, we discussed the bag of visual words without spatial tiling. This time, we will cover the bag of visual words with…Jul 20, 2019Jul 20, 2019
Aybüke YalçınerBag of Visual Words(BoVW)BoVW is a commonly used technique in image classification. The idea behind this technique, is similar to the bag of words in NLP but in…Jul 12, 20193Jul 12, 20193
Aybüke YalçınerLOSS FUNCTIONSIn machine learning, we use loss functions to decide how good predict our model. The loss function, that we should select, depends on the…Jul 7, 2019Jul 7, 2019
Aybüke YalçınerRealtime Recognition of American Sign Language AlphabetSign language is one of the methods in non-verbal communication and usually used by deaf people who can not speak. Although knowing the…Jun 20, 2019Jun 20, 2019