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
    • Prelabeling Modules
      • YOLO Prelabeling
      • Grounding DINO Prelabeling
      • Matching Logic
    • Human-in-the-Loop Module
    • Augmentation
    • Training
    • Distillation
    • Quantization
    • File Cleaning & Archiving
    • Utility Scripts
AutoML CI/CD/CT: Continuous Training and Deployment Pipeline
  • Code Reference
  • Prelabeling Modules
  • View page source

Prelabeling Modules

  • YOLO Prelabeling
    • generate_yolo_prelabelling()
  • Grounding DINO Prelabeling
    • generate_gd_prelabelling()
  • Matching Logic
    • compute_iou()
    • match_and_filter()
    • match_predictions()
    • normalize_class()
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