Abstract

TODO: Define AI

Branches of AI:

• Computer Vision
  • Image classification — classifying images based on their contents
  • Object detection — classify individual objects with an image and identify their location in the image
  • Semantic segmentation — individual pixels are classified according to the object to which they belong; used to create overlays and highlights in an image
  • Image analysis — extracting information (“tags”) from images to catalog the image or create descriptive captions
  • Face detection, analysis, and recognition — a specialized form of object detection that locates human faces
  • Optical character recognition — detects and reads text in images
• Document Intelligence — managing, processing, and using high volumes of a variety of unstructured data in forms and documents.
• Generative AI — takes natural language as input (prompts) and returns appropriate responses (completions). The completion may be natural language, images, code, or audio.
  • Large Language Models
    • Prompt Engineering
• Knowledge Mining — extracting information from large volumes of unstructured data.
• Machine Learning — using data to create predictive models.
  • Deep Learning
• Natural Language Processing — enable machine understanding of written and spoken language.

Overview

This mindmap provides a high level overview of AI topics.