Lab Projects of the Image & Video Technology & Analysis course held by ECE - NTUA during the Spring Semester of 2020-2021.
RGB Channels, Gaussian Filtering, Subsampling, Gaussian & Laplacian Filtering, Image Compression with Laplacian Pyramids.
Points-of-Interest Detection algorithms (Harris, Shi-Tomasi), Motion Estimation with Lucas-Kanade algorithm.
Image Classification with pre-trained CNN architectures (LeNet, VGG, Alexnet) and Deep Learning techniques (Early Stopping, Dropout, Transfer Learning).