LSID composes GroundingDINO, SAM, stable-diffusion inpainting, and LLaVA behind one prompt, with artifact logging and guardrails, and reports a small n=40 success slice.
Hidden technical debt in machine learning systems
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Prompt-Driven Image Analysis with Multimodal Generative AI: Detection, Segmentation, Inpainting, and Interpretation
LSID composes GroundingDINO, SAM, stable-diffusion inpainting, and LLaVA behind one prompt, with artifact logging and guardrails, and reports a small n=40 success slice.