Detect Polygonal Shapes for Computer Vision
Detecting the irregular shapes or coarse objects on the road is not possible for computer vision-based machines, unless it has been properly labeled. Polygon annotation is the right image annotation technique to make polygonal-shaped objects recognizable to an autonomous vehicle and self-driving car. Affirming that the driving experience is smooth and error-free.
Semantic Segmentation for Irregular Shapes
Polygonal annotation is also used for semantic segmentation of asymmetrical object detection ensuring improved observation by the visual perception models. It assists autonomous cars and self-driving vehicles to understand the real-world scenario. Thereby improving the accuracy level of AI-based autonomous machines.
Objects Localization for Aerial View Imagery
Unevenly shaped objects captured through drones or satellite imagery can be easily localized using polygon annotation service. Cogito annotates varied objects like house rooftops, chimneys, pools, trees, etc. We also provide a 2D polygon bounding box annotation service for both irregularly shaped and coarse object in images or video.
Hire Cogito for Polygon Image Annotation
Polygon annotations by Cogito are suitable for object detection like road signboards, logos, and various postures of humans in sports analytics or others with stellar accuracy. It is providing high-quality training data sets for Computer Vision, machine learning and AI-backed models developed for different sectors.