Welcome to my Open-CV Lab projects repo! :) (Yes, it also includes Deep Learning, will add more of it soon!)
/ CV-contours -> bounding boxes, working with contours
/ CV-edge-detection -> working with edges, Canny, thresholds & video processing
/ CV-hsv-color-tracker -> mini-project for working with trackbars and HSV (video)
/ CV-image-basics -> basic image manipulation (gaussian blur, crop, drawing canvas, resize, thresholding, etc. )
/ CV-motion-detection -> motion detection pipeline (via simple Gaussian blur & morphology (1) and MOG2 (2) )
/ CV-optical-flow -> Lucas Kanade algorithm implementation to determine the direction of an object
/ CV-shape-detection -> basic shape detection (polygons) using Classical CV
/ CV-video-processing -> the basics of video processing
/ PyTorch-autograd -> (Deep Learning) CNNs, loss functions, datasets, optimizers, resnet18 model, train-test-split, nn-module, etc.
/ PyTorch-basics -> tensors, operations with tensors and device data management