Results for "pixel classes"
Class Imbalance
Intermediate
When some classes are rare, requiring reweighting, resampling, or specialized metrics.
Computational Learning Theory
Intermediate
A theoretical framework analyzing what classes of functions can be learned, how efficiently, and with what guarantees.
Feature
Intermediate
A measurable property or attribute used as model input (raw or engineered), such as age, pixel intensity, or token ID.
Segmentation
Intermediate
Assigning labels per pixel (semantic) or per instance (instance segmentation) to map object boundaries.
Instance Segmentation
Intermediate
Pixel-level separation of individual object instances.
Semantic Segmentation
Intermediate
Pixel-wise classification of image regions.
Optical Flow
Intermediate
Pixel motion estimation between frames.