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Photo Editing Glossary

Key terms in photo editing, AI image processing, and digital photography — explained in plain language.

AI & Machine Learning

Generative Fill

An AI feature that creates new image content to fill selected areas, guided by the surrounding visual context.

Generative AI

Artificial intelligence systems that create new content — images, text, audio, or video — rather than simply analyzing existing data.

Diffusion Model

A type of generative AI that creates images by gradually removing noise from a random starting point, guided by learned patterns.

Neural Network

A computing system inspired by biological brain structures, consisting of interconnected nodes that process information in layers.

Deep Learning

A subset of machine learning that uses neural networks with many layers to learn complex patterns from large datasets.

Image Segmentation

The process of dividing an image into distinct regions, typically identifying and labeling different objects or areas.

Semantic Understanding

An AI system's ability to understand what objects and scenes are depicted in an image, not just their pixel patterns.

Text-to-Image

AI technology that generates images from written text descriptions (prompts).

Outpainting

An AI technique that extends an image beyond its original boundaries by generating new content that continues the existing scene.

Prompt Engineering

The practice of crafting precise text descriptions to guide AI image generation models toward desired visual outputs.

Image-to-Image

An AI generation technique that uses an existing image as a reference to guide the creation of a new image with modified characteristics.

ControlNet

A neural network architecture that adds spatial conditioning to diffusion models, enabling precise control over generated image structure.

Style Transfer

An AI technique that applies the artistic style of one image to the content of another, creating a new image that combines both.

Face Detection

An AI capability that locates and identifies human faces within images, enabling targeted portrait adjustments.

Depth Estimation

An AI technique that infers the three-dimensional distance of objects in a scene from a single two-dimensional photograph.

Prompt Weighting

A technique for emphasizing or de-emphasizing specific words in an AI image generation prompt to control their influence on the output.

Image Inpainting

The computational process of reconstructing missing or damaged regions of an image by synthesizing plausible content based on surrounding context.

Image Synthesis

The generation of entirely new images by AI models trained on large datasets, producing photorealistic or artistic visuals from noise, text, or other inputs.

Smart Cropping

AI-powered automatic cropping that identifies the most important region of an image and frames it optimally for a given aspect ratio.