Welcome to migYOLO’s documentation!

Contents:

• Introduction
  • What does this pipeline do
  • What does this package include
  • Using the package
• Installation
  • Instructions
• Setting up automated preannotations
  • Instructions
  • General usage
• Training YOLOv8
• Evaluating YOLO
  • Pretrained YOLO weights files
  • globalConf.yaml
  • Instructions
  • Analyzing outputs
• Benchmarking processing speed
  • Benchmarks
  • Running the benchmark
• Live Display

migYOLO v1.0.0

migYOLO is a package containing tools for using the YOLOv8-based processing and rare event search analysis pipeline for CMOS camera data from the MIGDAL experiment (paper preprint here). This package has GPU support through PyTorch.