Intro

Machine Learning Tasks


Machine Learning Task is a type of prediction made which is dependent on the data available and the question being asked. Machine Learning tasks rely on the patterns in data rather than relying on a predetermined equation as a model. Computer vision models detect objects, can determine shapes and often can predict what direction they are traveling. The three important techniques that are undertaken by computer vision are Classification, Object Detection and Image Segmentation. Deep learning has entirely changed computer vision in the last decade with the advancements of high-performance storage and computing technology. Some popular applications include autonomous driving, face detection and iris detection. Although Machine Learning tasks such as object classification and detection have become widespread there are still many challenges to be addressed which include collecting good quality training data.