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Section Navigation

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
      • Anomaly Detection Tutorial
      • Action Classification model
      • Visual Prompting model
    • XAI Tutorial
    • Deploy & Demo
  • Advanced Tutorials
    • How to write OTX Configuration (recipe)
    • Use Semi-Supervised Learning
    • Training with Hugging Face pretrained vision models
    • 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
    • Action Recognition
      • Action Classification
    • Visual Prompting
      • Visual Prompting (Fine-tuning)
      • Visual Prompting (Zero-shot learning)
    • Diffusion
  • Additional Features
    • Models Optimization
    • Hyperparameters 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.algo
        • otx.algo.strategies
        • otx.algo.accelerators
      • otx.cli
        • otx.cli.cli
        • otx.cli.install
        • otx.cli.utils
      • otx.core
        • otx.core.config
        • otx.core.data
        • otx.core.exporter
        • otx.core.metrics
        • otx.core.model
        • otx.core.optimizer
        • otx.core.schedulers
        • otx.core.types
        • otx.core.utils
      • otx.engine
      • otx.hpo
      • otx.recipe
      • otx.tools
        • otx.tools.converter
        • otx.tools.templates
      • otx.utils

Release Notes

  • Releases

Additional Features#

  • Models Optimization
  • Hyperparameters Optimization
  • Auto-configuration
  • Adaptive Training
  • Explainable AI (XAI)
  • Fast Data Loading
  • Improve Small Object Detection with Image Tiling
  • Class-Incremental Sampler
  • Balanced Sampler
  • Configurable Input Size

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Diffusion

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Models Optimization
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