Glossary
Ground Truth machine vision system uses accurate labels to train, validate, and test AI models, ensuring...
False negative machine vision system errors in 2025 can let real defects go undetected, risking safety...
Feed-Forward (Neural) Networks machine vision system offers fast, accurate image analysis with unidirectional...
False positive machine vision system errors increase waste and costs by misclassifying good parts as...
F-Score machine vision system uses the F1 score to balance precision and recall, offering a reliable...
Garbage In machine vision system leads to detection errors and missed sorting, impacting city cleanliness....
Ensemble Methods machine vision system boosts accuracy and reliability by combining models, reducing...
A structured data machine vision system uses feature extraction to organize images, enabling fast, accurate...
An epoch in an Epoch machine vision system is one full pass through all training images, crucial for...
Entropy machine vision system boosts image clarity, adapts to lighting changes, and enables real-time...
Decision Tree machine vision system in 2025 offers high accuracy, fast processing, and clear interpretability...
Bayesian network machine vision systems use probabilities to analyze visual data, manage uncertainty,...
A contributor machine vision system combines data from multiple sources for accurate, real-time inspection,...
Unstructured Data machine vision system trends in 2025: AI, cloud, and data management drive accuracy,...
Cold-Start machine vision system concepts, challenges, and solutions for fast, accurate results with...
A collaborative filtering machine vision system predicts user preferences for images or videos by analyzing...
A confidence interval machine vision system quantifies prediction uncertainty, helping you assess reliability...
Understand how camera resolution impacts machine vision systems, enabling precise defect detection, object...
Understand the differences between computer vision and machine vision systems, their applications, and...
Understand edge detection in machine vision systems, its role in identifying object boundaries, and its...
Field of View (FOV) in machine vision systems defines the visible area a camera captures, crucial for...
Deep learning enhances machine vision systems by automating feature extraction, improving accuracy, and...
Feature extraction in machine vision systems simplifies raw image data, enabling accurate object detection,...
Filtering machine vision systems enhance accuracy by reducing noise, optimizing data, and improving image...
Understand how lens distortion affects machine vision systems, its types like barrel and pincushion distortion,...
Machine Learning (ML) in 2025 enables systems to learn from data, driving innovations like machine vision...
An image processing machine vision system automates inspection, measurement, and defect detection, enhancing...
An illumination machine vision system uses advanced lighting to enhance image quality, enabling precise...
Understand how frame rate impacts machine vision system performance, from image quality to processing...
Neural network machine vision systems excel in speed and accuracy but lack human adaptability, creativity,...