LLMDet: How Large Language Models Enhance Open-Vocabulary Object Detection

Open-vocabulary object detection (OVD) aims to detect arbitrary objects with user-provided text labels. Although recent progress has enhanced zero-shot detection ability, current techniques handicap themselves with three important challenges. They heavily depend on expensive and large-scale region-level annotations, which are hard to scale. Their captions are typically short and not contextually rich, which makes them […]

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Source: https://www.marktechpost.com/2025/02/10/llmdet-how-large-language-models-enhance-open-vocabulary-object-detection/

Keywords: detection, openvocabulary, object, llmdet, models