https://cognaptus.com/tags/open-vocabulary-detection/ Recent content in Open-Vocabulary-Detection on Cognaptus Hugo -- 0.145.0 en-us Fri, 28 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-28-mind-the-markov-gap-how-a-lightweight-agent-outsmarts-heavy-llms-in-openvocabulary-vision/ Fri, 28 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-28-mind-the-markov-gap-how-a-lightweight-agent-outsmarts-heavy-llms-in-openvocabulary-vision/ OVOD-Agent shows how a small Markov-Bandit reasoning layer can improve rare-category detection without putting an LLM in the detection loop.