Object Detection
Identifying objects within images or video and locating them with bounding boxes.
Common AI terms beginning with O, defined for advertising professionals.
Find the Flux+Form AI glossary & dictionary to help you make sense of common AI terms. Below you can find an AI Glossary & Dictionary for “O”.
Identifying objects within images or video and locating them with bounding boxes.
The function that a model seeks to minimize or maximize during training, such as loss functions.
Training models on a fixed dataset rather than updating continuously; suitable for periodic retraining.
Delivering a seamless customer experience across channels (web, mobile, store) by using AI to maintain context.
Converting categorical variables into binary vectors to be processed by machine‑learning algorithms.
Learning a new concept from only one or very few examples.
Training models incrementally as new data arrives, enabling real‑time adaptation.
The process of adjusting model parameters or campaign variables to achieve the best possible outcome.
Identifying unusual data points that may indicate errors, fraud or unique opportunities.
The final layer in a neural network that produces predictions or scores.
When a model learns noise and specific patterns in training data, reducing its ability to generalize to new data.
Increasing the number of instances in underrepresented classes to address class imbalance.
The dictionary defines the words. The Creative Cadence Workshop builds the practice. Eight weeks of hands-on AI training built for ad agencies and in-house creative teams.
Learn about the workshop →