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Get Started

  • Introduction
  • Installation
  • CLI Guide
  • API Quick-Guide

Tutorials

  • Base Tutorials
    • Training to deployment tutorials
      • Classification model
      • Object Detection model
      • Instance Segmentation model
      • Semantic Segmentation model
    • XAI Tutorial
    • Deploy & Demo
  • Advanced Tutorials
    • How to write OTX Configuration (recipe)
    • Multi-GPU Support
    • LoRA: Low Rank Adaptation for Classification Tasks
    • [BETA] Enable torch.compile

Explanation

  • Algorithms
    • Classification
      • Multi-class Classification
      • Multi-label Classification
      • Hierarchical Classification
    • Object Detection
      • Object Detection
    • Segmentation
      • Semantic Segmentation
      • Instance Segmentation
    • Anomaly Detection
  • Additional Features
    • Models Optimization
    • Auto-configuration
    • Adaptive Training
    • Explainable AI (XAI)
    • Fast Data Loading
    • Improve Small Object Detection with Image Tiling
    • Class-Incremental Sampler
    • Configurable Input Size
  • Product Design

Reference

  • API reference
    • otx
      • otx.backend
        • otx.backend.native
          • otx.backend.native.callbacks
          • otx.backend.native.cli
          • otx.backend.native.engine
          • otx.backend.native.exporter
            • otx.backend.native.exporter.anomaly
            • otx.backend.native.exporter.base
            • otx.backend.native.exporter.exportable_code
            • otx.backend.native.exporter.native
          • otx.backend.native.models
          • otx.backend.native.optimizers
          • otx.backend.native.schedulers
          • otx.backend.native.tools
        • otx.backend.openvino
          • otx.backend.openvino.engine
          • otx.backend.openvino.models
      • otx.cli
        • otx.cli.cli
        • otx.cli.utils
          • otx.cli.utils.help_formatter
          • otx.cli.utils.jsonargparse
          • otx.cli.utils.workspace
      • otx.config
        • otx.config.data
        • otx.config.device
        • otx.config.explain
      • otx.data
        • otx.data.dataset
        • otx.data.entity
        • otx.data.factory
        • otx.data.module
        • otx.data.samplers
        • otx.data.transform_libs
          • otx.data.transform_libs.torchvision
          • otx.data.transform_libs.utils
        • otx.data.utils
      • otx.engine
      • otx.metrics
      • otx.recipe
      • otx.tools
        • otx.tools.auto_configurator
        • otx.tools.converter
        • otx.tools.templates
      • otx.types
      • otx.utils

Release Notes

  • Releases

otx.backend.native#

Native backend.

Modules

otx.backend.native.callbacks

Module for OTX custom callbacks.

otx.backend.native.cli

CLI for Native backend.

otx.backend.native.engine

OTX Engine.

otx.backend.native.exporter

Module for model exporters.

otx.backend.native.models

Module for OTX custom models.

otx.backend.native.optimizers

Modules related to an optimizer.

otx.backend.native.schedulers

Custom schedulers for the OTX2.0.

otx.backend.native.tools

Utilities for Native backend.

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