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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

Classification#

  • Multi-class Classification
  • Multi-label Classification
  • Hierarchical Classification

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Algorithms

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Multi-class Classification
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