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SIT-FUSE
  • 🛰️SIT-FUSE Docs
    • Machine Learning Approach
    • 🤖Self-Supervised Representation Learning
      • RBMs and DBNs
      • BYOL
      • I-JEPA
    • 🔲Self-Supervised Segmentation
  • User Guide
    • Installing the repo
    • Code Configuration
      • Training and Dataset Generation
        • Config Options
          • Encoder Config Options
            • Encoder Training Config Options
              • Training data Stratification Config Options
          • DBN-Specific Config Options
          • BYOL-Specific Config Options
          • I-JEPA-Specific Training Options
          • Deep Clustering Config Options
            • Deep Clustering Training Config Options
            • Hierarchical Deep Clustering Config Options
              • Hierarchichal Deep Clustering Training Config Options
          • Logger Config Options
          • Scaler Config Options
          • Output Config Options
          • Data Config Options
            • Reader Options
        • Example Configs
          • Example DBN Config
          • Example BYOL Config
          • Example I-JEPA Config
      • Geolocation Application
        • Config Options
          • Data Config Options
          • Context Config Options
        • Example Config
      • Data combination, colocation, and resampling
        • Config Options
          • Low Res Config Options
            • Data Config Options
          • High Res Config Options
            • Data Config Options
          • Fusion Config Options
        • Example Config
    • Dockerized Environment
    • Conda Virtual Environment
    • Training
      • Training Dataset Preprocessing Examples
      • Training Command Examples
      • Inference Command Examples
      • Training Summary
    • File Conversion
    • Post-processing
      • Labeling Tutorial
        • QGIS configuration
        • Understanding the data
        • Creating and modifying shapefiles
        • Other shapefile tools
      • Zonal Histogram
        • Creating the YAML file
        • Gathering files
        • Code configuration
        • Getting output
      • Context Assignment
        • Class comparison
        • GeoTiff generation
        • Contours
  • SIT FUSE Comparison
    • Precise Output
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User Guide

The SIT FUSE User Guide

PreviousSelf-Supervised SegmentationNextInstalling the repo

Last updated 6 months ago

Installing the repo
Training and Dataset Generation
Dockerized Environment
Conda Virtual Environment
Training
File Conversion
Post-processing