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
    • Directory Setup
    • Data Fetching
    • YOLO Prelabeling
    • Grounding DINO Prelabeling
    • Matching Logic
    • Human-in-the-Loop
    • Augmentation
    • Training
    • Distillation
    • Quantization
    • File Cleaning and Archiving
    • Utility Functions
  • Database Schema Overview
  • Code Reference
AutoML CI/CD/CT: Continuous Training and Deployment Pipeline
  • Unit Tests
  • View page source

Unit Tests

This section provides documentation for the unit tests that verify the functionality and reliability of the core Python modules used in the AutoML wildfire detection pipeline.

  • Directory Setup
    • Coverage Overview
    • Function Tests
    • Summary
  • Data Fetching
    • Overview
    • Fixtures
    • Test Cases
    • Summary
  • YOLO Prelabeling
    • Coverage Overview
    • Fixtures
    • Unit Test Descriptions
    • Summary
  • Grounding DINO Prelabeling
    • Coverage Overview
    • Constants and Configs
    • Functions Tested
    • Key Edge Cases Tested
    • Example Test Assertions
    • Summary
  • Matching Logic
    • Coverage Overview
    • Unit Test Descriptions
    • Configuration Parameters Used
    • Summary
  • Human-in-the-Loop
    • Coverage Overview
    • Fixtures
    • Key Function Tests
    • Summary
  • Augmentation
    • Coverage Overview
    • Fixtures
    • Function Tests
    • Summary
  • Training
    • Coverage Overview
    • Function Tests
    • Summary
  • Distillation
    • Coverage Overview
    • Fixtures
    • Function Tests
    • Summary
  • Quantization
    • Coverage Overview
    • Fixtures
    • Function Tests
    • Summary
  • File Cleaning and Archiving
    • Coverage Overview
    • Fixtures
    • Function Tests
    • Summary
  • Utility Functions
    • Coverage Overview
    • Function Tests
    • Summary
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© Copyright 2025, Elshaday Yoseph, Nhan Tien Nguyen, Rongze Liu and Sepehr Heydarian.

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