Tag: ml

All the articles with the tag "ml".

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  I Built a Visual Fallback for Failed Conforms

  8 Jun, 2026

  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

  8 Jun, 2026

  A confidentiality constraint that ruled out the cloud, two small MobileNet V2 models running alongside the colour grading system, and thousands of synthetic training images generated by Blender and ComfyUI. How I built on-device slate detection for dailies operators.