Skip to main content
Ctrl+K
Logo image Logo image
  • GitHub
  • GitHub

Section Navigation

Get Started

  • Introduction
  • Installation
  • OpenVINO™ Training Extensions CLI commands

Tutorials

  • Base Tutorials
    • How to train, validate, export and optimize the model
      • Classification model
      • Object Detection model
      • Instance Segmentation model
      • Semantic Segmentation model
      • Anomaly Detection Tutorial
      • Action Classification model
      • Action Detection model
    • How to run the demonstration mode with OpenVINO™ Training Extensions CLI
    • How to deploy the model and use demo in exportable code
    • How to explain the model behavior
  • Advanced Tutorials
    • Use Semi-Supervised Learning
    • Use Self-Supervised Learning
    • Backbone Replacement
    • Utilize OpenVINO™ Training Extensions APIs in your project
    • Simple HPO Tutorial

Explanation

  • Algorithms
    • Classification
      • Multi-class Classification
      • Multi-label Classification
      • Hierarchical Classification
    • Object Detection
      • Object Detection
    • Segmentation
      • Semantic Segmentation
      • Instance Segmentation
    • Anomaly Detection
    • Action Recognition
      • Action Classification
      • Action Detection
    • Visual Prompting
      • Visual Prompting (Fine-tuning)
      • Visual Prompting (Zero-shot learning)
  • Additional Features
    • Models Optimization
    • Hyperparameters Optimization
    • Auto-configuration
    • Adaptive Training
    • Explainable AI (XAI)
    • Noisy Label Detection
    • Fast Data Loading
    • Improve Small Object Detection with Image Tiling
    • Configurable Input Size
    • Augmentations per model

Reference

  • API reference
    • otx
      • otx.algorithms
        • otx.algorithms.action
        • otx.algorithms.anomaly
        • otx.algorithms.classification
        • otx.algorithms.common
        • otx.algorithms.detection
        • otx.algorithms.segmentation
        • otx.algorithms.visual_prompting
      • otx.api
        • otx.api.configuration
        • otx.api.entities
        • otx.api.serialization
        • otx.api.usecases
        • otx.api.utils
      • otx.cli
        • otx.cli.builder
        • otx.cli.manager
        • otx.cli.registry
        • otx.cli.tools
        • otx.cli.utils
      • otx.core
        • otx.core.data
        • otx.core.file
        • otx.core.ov
        • otx.core.patcher
      • otx.hpo
      • otx.recipes
        • otx.recipes.stages
      • otx.utils
        • otx.utils.logger
        • otx.utils.utils

Release Notes

  • Releases

otx.algorithms.segmentation#

OTX Algorithms - Segmentation.

Modules

otx.algorithms.segmentation.adapters

Adapters for Segmentation.

otx.algorithms.segmentation.configs

Configurations for Segmentation.

otx.algorithms.segmentation.task

Task of OTX Segmentation.

otx.algorithms.segmentation.tools

Collection of tools to run segmentation training extension.

otx.algorithms.segmentation.utils

Collection of utils for task implementation in Segmentation Task.

previous

otx.algorithms.detection.utils

next

otx.algorithms.segmentation.adapters

Show Source

© Copyright 2024, OpenVINO™ Training Extensions Contributors.

Built with the PyData Sphinx Theme 0.12.0.

Created using Sphinx 7.2.6.