Welcome to Collectra’s documentation!

Builds pipelines to extract data from collection images.

Documentation

• Quickstart
  • Installation
  • Install a pipeline command
  • Design principles and direction
  • Build your first pipeline
  • Run a pipeline
  • Inspect and reuse results
  • Add OCR and join the text
  • Choose a task
  • Train a classifier
  • Use a pipeline from Python
• Design principles and development direction
  • Modular, reusable pipelines
  • Result bundles that preserve context
  • Human review as part of the process
  • An iterative path to better models
  • Exploration that guides annotation
  • Working with Collectra today
• Tasks
  • Object Detection
    • ObjectDetectionYOLO
    • ObjectDetectionRFDETR
    • ObjectDetectionDETR
  • Image segmentation
    • Installation
    • Mask-supervised training
    • Metrics, W&B and model selection
    • Troubleshooting
  • Line Detection
    • LineDetectorRLSA
    • LineDetectorSurya
  • Image Classification
    • ImageClassifierYOLO
    • ImageClassifierTorchvision
    • ImageClassifierHuggingFace
  • OCR
    • OCRSuraya
    • Commands
  • LLM
    • Commands
  • Entity Resolution
    • LLMCanonicaliser
    • IRNResolver
  • Image Orientation
    • ImageOrienter
    • Commands
  • Text Processing
    • ConcatenateText
    • Commands
  • Command overview
  • Running tasks
  • Training tasks
• Artefact Types
  • Image
    • Commands
  • ImageCrop
    • Commands
  • ImageSegmentation
  • Text
    • Commands
    • File-backed text
  • Link
    • Commands
  • Custom artefact displays
    • Reusing built-in views
    • Providing a renderer
    • Renderer contract
    • Built-in implementation
  • Command overview
  • Evaluation
• GUI
  • Open results
  • macOS Applications launcher
  • Native menus
  • Text editing
  • Workflow layouts
  • Sidebar and folder actions
  • Source control
  • Inspect and edit artefacts
  • Debugging and Python usage
  • Custom displays
    • Artefact display
• Python API
• Command Line Interface Reference
  • Partitioning results
  • Opening results in the GUI
• Licensing and optional backends
  • Installation choices
  • Distribution and contributions
  • Bundled GUI assets
• Credits

Indices and tables

• Index

• Module Index

• Search Page