Datalle
Datalle is a fictional data annotation and labeling framework designed to standardize the creation and management of labeled datasets for machine learning. It provides a declarative schema language, structured labeling workflows, and provenance tracking to support reproducibility and quality control.
Core concepts include a schema language for defining data types, label sets, and validation rules; configurable
The typical architecture comprises a schema compiler that validates datalle definitions, a labeling user interface, a
Datalle is applicable to image, text, tabular, and audio labeling. It supports multi-step review workflows, data
The term datalle combines elements of data and tale, suggesting data stories. It is used here as