Object Detection

Here object classification have been done using a number of techniques on various datasets like CIFAR10, CIFAR100 and PASCAL VOC 2012. The classification techniques include classifiers like Nearest Neighbor, k-Nearest Neighbor, simple Neural Networks and Convolutional Neural Networks. The impact of multiple activation functions on classification have been studied along with a number of image preprocessing techniques like PCA, mean-normalization, standardization.