autonomous vehicles

Cuboid Annotation – Annotating 3D Objects with 2D Data

Cuboid Annotation – Annotating 3D Objects with 2D Data Building a 3D representation of the world from 2D images is one of the major concerns in Computer Vision. The initial step that helps to achieve this is annotating 3D objects with 2D data using Cuboids. What is Cuboid Annotation? Cuboid Annotation is the task of […]

Exciting Use Cases of Machine Learning

Exciting Use Cases of Machine Learning Machine Learning has been one of the most significant technological advancements in recent times. ML is a subfield of Artificial Intelligence that gives the machines the ability to learn without the need for explicit programming by employing large datasets and training algorithms. The accelerated development of this technology has […]

Training Data for Self Driving Cars

Training Data for Self Driving Cars Self-driving cars also known as autonomous cars have captured the imagination of the people and mark a major change in the automotive industry. With all the major players in the automotive industry from the Tesla to Volvo, BMW, Mercedes Benz, and others investing heavily in developing self-driving cars have […]

Understanding Semantic Segmentation

Understanding Semantic Segmentation Development of most of the Computer Vision projects involves inferring knowledge from an image. Semantic Segmentation plays a key role in image analysis and helps a machine to recognize objects in an image. It is one of the high-level tasks that help to understand the complete scene in images. What is Semantic […]