Jason Peterson Tag: python
All the articles with the tag "python".
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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.
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Did You Know CLIP Works as an AI Image Detector?
OpenAI's CLIP model was trained to match images with text descriptions. But it also works remarkably well at detecting AI-generated images. No fine-tuning required—just extract embeddings and add a simple classifier.
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From Prototype to Production: Building a Multimodal Video Search Engine
Expanding an afternoon hack into a production-like multimodal video search engine with CLIP, Whisper, and ArcFace — containerized with Docker and powered by Postgres+pgvector.
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I Stacked 3 Small ML Models and Got Video Search That Feels Like Magic
Combining CLIP, Whisper, and ArcFace into a stacked video search prototype. Each filter alone returns roughly right results, but stack two or three and the precision jumps dramatically.