Single Category

Text-to-Speech

Convert text to spoken words

Text-to-Speech systems generate human-like speech from text input.

Grouping similar data points

Clustering algorithms like K-Means group data points into clusters based on similarity.

Divide image into regions

Image Segmentation partitions an image into meaningful regions for analysis.

Partition data into clusters

K-Means divides data into K clusters by minimizing within-cluster variance.

Identify objects in images

Object Detection locates and classifies objects within images or videos.

Build nested clusters

Hierarchical Clustering creates a tree of clusters by merging or splitting them iteratively.

Assign labels to images

Image Classification predicts the category of an image from predefined classes.

Identify unusual patterns

Anomaly Detection finds data points that deviate significantly from normal patterns.

Detect human body positions

Pose Estimation identifies key points of the human body in images or videos.