Overview
The task of assigning a label or category to an entire image based on its visual content.
More in Computer Vision
Bounding Box
Recognition & DetectionA rectangular region drawn around an object in an image to indicate its location for object detection tasks.
Pose Estimation
3D & SpatialThe computer vision task of detecting the position and orientation of a person's body joints in images or video.
Visual SLAM
3D & SpatialSimultaneous Localisation and Mapping using visual sensors to build a map while tracking position within it.
Medical Imaging AI
Recognition & DetectionApplication of computer vision and deep learning to analyse medical images for diagnosis, screening, and treatment planning.
Image Augmentation
Recognition & DetectionApplying transformations like rotation, flipping, and colour adjustment to training images to improve model robustness.
Feature Extraction
Segmentation & AnalysisThe process of identifying and extracting relevant visual features from images for downstream analysis.
Semantic Segmentation
Segmentation & AnalysisClassifying every pixel in an image into a predefined category without distinguishing between individual object instances.
Autonomous Perception
Recognition & DetectionThe AI subsystem in autonomous vehicles that interprets sensor data to understand the surrounding environment.