AI Glossary & Dictionary for “V”
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 “V”:
Validation Set: A subset of data used to tune model hyperparameters and prevent overfitting.
Vanishing Gradient: A problem in deep networks where gradients become too small to effectively update weights, hindering learning.
Variational Autoencoder: A generative model that learns a latent representation of data and can generate new samples.
Vector: An ordered list of numbers representing a quantity with magnitude and direction; used to store embeddings and features.
Vectorization: Converting complex data into numeric vectors to feed into machine‑learning models.
Velocity: In optimization algorithms, a term that accumulates past gradients to smooth updates and accelerate convergence.
Video Analysis: Using AI to extract information from video, such as object recognition, scene segmentation and behavior analysis.
Virtual Reality: A fully immersive digital environment that can be used for experiential marketing and training.
Voice Assistant: Software that recognizes spoken commands and performs tasks or provides information; integrated into smart devices and marketing channels.
Voice Recognition: The process of recognizing and verifying a speaker’s identity from audio data.
Voxel: A volumetric pixel representing a value in a three‑dimensional space, used in medical imaging and 3D modelling.
This concludes the AI Glossary & Dictionary for “V”.