Tag
#documentary
4 posts
Professional ai ml 18 min
Semantic Search Across a 28TB Personal Archive
Finding a specific moment in 28TB of media used to mean hours of scrubbing. Now I type a question and the system finds it. Here's the architecture.
semantic-search qdrant embeddings
Professional ai ml 22 min
Building a Video Intelligence Pipeline: Scene Detection + Audio + Face Recognition
Three standalone tools — SaySee, Cairn, and Tactical ID — combine into a full video intelligence pipeline. Here's how they fit together.
video-intelligence scene-detection audio-classification
Professional ai ml 16 min
Documentary Beat Indexing — 17-Class Scene Taxonomy with FCP XML
ScorsAI classifies documentary footage into 17 scene types and generates Final Cut Pro XML markers — turning hours of raw footage into a searchable beat sheet.
documentary scene-classification fcp
Applied ai ml 14 min
Selective Face Recognition for Documentary Privacy
I built a face recognition system that identifies specific people and blurs everyone else — protecting documentary subjects' privacy in real-time.
face-recognition privacy dlib