Hoàng
Building biomedical NLP systems

Technical writing Research notebook

Ideas become clearer when they survive an explanation.

Derivations, implementation notes, and field reports from building AI systems—written close enough to the code that the inconvenient details remain visible.

1 article tagged TransNetV2

Video Understanding6 min read

How TransNetV2 Detects Shot Boundaries

What evidence distinguishes a camera cut from ordinary motion, and how should per-frame boundary probabilities become usable shots?

An architectural reading of TransNetV2 and a practical account of turning per-frame scores into reliable cut and transition intervals.

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