Semantic Segmentation

Image Segmentation

Partitioning an image into multiple segments or regions, assigning each pixel to a specific class or object.

Instance Segmentation

Detecting and delineating each distinct object instance in an image at the pixel level.

Panoptic Segmentation

A unified approach combining semantic and instance segmentation to provide complete scene understanding.

Feature Extraction

The process of identifying and extracting relevant visual features from images for downstream analysis.

Predicting the distance of surfaces in a scene from the camera viewpoint using visual information.

An AI task that generates natural language answers to questions about the content of images.

Application of computer vision and deep learning to analyse medical images for diagnosis, screening, and treatment planning.

The pattern of apparent motion of objects in a visual scene caused by relative movement between an observer and the scene.

The process of capturing and creating three-dimensional models of real-world objects or environments from visual data.

A rectangular region drawn around an object in an image to indicate its location for object detection tasks.

The computer vision task of detecting the position and orientation of a person's body joints in images or video.

Creating new images from scratch using generative AI models like GANs, diffusion models, or VAEs.