Semantic Segmentation vs Object Detection – Difference
Image annotation is playing a crucial role in object recognition for computer vision based machine learning algorithm training. There is huge difference between them, as one of them is done for another purpose and we will discuss about both of them. What is Object Detection in Machine Learning or AI? The term “object detection” apparently illustrates, any kind of object need to be detected for different types of perception needs. For machines, computer vision based technology is used to recognize the physical objects in an image or video and when such huge amount of labeled or annotated images are used to train an algorithm, a perception model helps to develop the AI based model for predictions in future. What is Semantic Segmentation in Image Annotation? Image annotation is the technique of making an object recognizable to machines through computer vision and there are various techniques to annotate such images. Semantic segmentation is one the most popular image ann...