AutoML CI/CD/CT: Continuous Training and Deployment Pipeline

Contents

  • Introduction
  • Setup Guide
  • Pipeline Overview
  • YOLO Prelabeling
  • Grounding DINO Prelabeling
  • Matching Logic
  • Human-in-the-Loop
  • Augmentation
  • Training
  • Distillation
  • Quantization
  • File Cleaning and Archiving
  • Unit Tests
  • Database Schema Overview
  • Code Reference
AutoML CI/CD/CT: Continuous Training and Deployment Pipeline
  • Overview: module code

All modules for which code is available

  • src.pipeline.augmentation
  • src.pipeline.clean_pipeline
  • src.pipeline.distillation.distillation
  • src.pipeline.human_intervention
  • src.pipeline.prelabelling.grounding_dino_prelabelling
  • src.pipeline.prelabelling.matching
  • src.pipeline.prelabelling.yolo_prelabelling
  • src.pipeline.quantization
  • src.pipeline.train
  • src.utils

© Copyright 2025, Elshaday Yoseph, Nhan Tien Nguyen, Rongze Liu and Sepehr Heydarian.

Built with Sphinx using a theme provided by Read the Docs.