Jason Peterson Tag: python
All the articles with the tag "python".
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I Built a Visual Fallback for Failed Conforms
When metadata-based conform fails, the colourist has to find the right source clips manually. I built a fallback that matches them visually, borrowing the seed-and-extend pattern from bioinformatics. 100% correct clip on a real 207-event EDL.
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Slate Hunting, Automated
A confidentiality constraint that ruled out the cloud, small on-device models trained mostly on synthetic data because no real slate dataset comes close to big enough, and a dense inference pipeline that pins the clapper-shut frame and locks separately-recorded production sound to it, frame-accurate. How I built automatic slate detection and audio sync for dailies.
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What Coding Agents Don't Know
Coding agents write plausible code. Getting code that actually runs takes implicit knowledge that lives outside the docs. I built an MCP server to close that gap for FLAPI.
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I Built a 120-Image AI Influencer Pipeline for $4.80
Four brand partnerships. 120 AI-generated photos. One fictional influencer, her dog, and a $4.80 fal.ai bill. This is the entire pipeline — what worked, what didn't, and why it matters.