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Danube Labs

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Notes from the work.

Practical guides on AI coding agents, LLM costs, websites and custom software: what we built, what it cost and what we would do differently.

Articles tagged Machine learning

  • 7 min read

    Train YOLOv8 on Custom Dataset With Real Metrics and Lessons

    A step-by-step YOLOv8 custom training walkthrough with real results: 0.84 precision, 0.50 recall and 0.59 mAP@50. Learn what low recall means and why more varied data helped more than a bigger model.

    • Computer vision
    • Machine learning
    • AI