Object Tracking Overview Object tracking is the process of: Taking an initial set of object detections (such as an input set of bounding box coordinates) Creating a unique ID for each of the initial detections And then tracking each of the objects as they move around frames in a video, maintaining the assignment of unique […]

What is a Convolutional neural network? A Convolutional Neural Network (CNN) is a type of deep learning model that is inspired by the structure and function of the human brain’s visual cortex. It is primarily used in computer vision tasks such as image classification, object detection, and segmentation. The CNN architecture involves multiple layers of […]

Traditional Vs Neural Networks A traditional approach while programming is when a programmer manually specifies the rules that the program should use. For example, in the case of identifying a cat or dog from an image, the programmer might write code to look for certain features, such as pointy ears or a long tail, and […]