Panoptic 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.

Instance Segmentation

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

Feature Extraction

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

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

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

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

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

Identifying and classifying human actions or activities from video sequences.

Automatically generating natural language descriptions of the content depicted in images.

A set of data points in 3D space, typically generated by LiDAR or depth sensors, representing surface geometry.

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