Instance Segmentation

Image Segmentation

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

Semantic Segmentation

Classifying every pixel in an image into a predefined category without distinguishing between individual object instances.

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.

The field of AI that enables computers to interpret and understand visual information from images and video.

Analysing and interpreting the content, actions, and events within video sequences using computer vision.

The process of aligning two or more images of the same scene taken at different times, viewpoints, or by different sensors.

The AI subsystem in autonomous vehicles that interprets sensor data to understand the surrounding environment.

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

Applying transformations like rotation, flipping, and colour adjustment to training images to improve model robustness.

The task of assigning a label or category to an entire image based on its visual content.

Identifying and locating specific objects within an image by drawing bounding boxes around them.