API Reference

The cvtk package is organized into the following main modules:

• cvtk: Core utilities and input/output functions for working with images and datasets.

• cvtk.data: Data structures for annotations (bounding boxes, segmentation masks, COCO format).

• cvtk.ml: Machine learning utilities for classification, detection, and segmentation tasks with PyTorch and MMDetection backends.

• cvtk.utils: General-purpose utilities including configuration handling and code transformation.

• cvtk.viz: Visualization tools for drawing annotations and analyzing results.

Module Contents

• cvtk
  • API Reference
  • Related Modules
• cvtk.data
  • Main Classes
  • API Reference
• cvtk.ml
  • Core API
• Data Utilities
• PyTorch Utilities for Classification
• PyTorch Utilities for Detection and Segmentation
• MMDetection Utilities
• cvtk.utils
  • API Reference
• cvtk.viz
  • API Reference