About my internship
Ever wondered how your smartphone camera instantly recognizes faces? Or how self-driving cars navigate through traffic? The answer lies in an incredibly powerful aspect of machine learning - Object Detection . Object detection is all about teaching machines how to identify specific objects within an image or a video. It's a two-part process: first, it finds where an object is (localization), and then identifies what the object is (classification). Localization is about pinpointing the position of an object within an image. The algorithm generates a bounding box around the object. Classification on the other hand, is about determining what the object is. It might be a cat, a car, or in our case, a traffic sign. As some of you may know, the main reason I was in Hanoï this summer was to work on a computer science project as my summer internship. The goal was to build a traffic sign detector using YOLO algorithm which is one of the most popular object detecto...