Awesome Open-vocabulary Object Detection Papers and Source Codes

LLMDet: Open-Vocabulary Object Detection Powered by Large Language Models for Real-World Flexibility 518

Imagine building a vision system that can detect not just pre-defined classes like “car” or “dog,” but any object described…

01/13/2026Open-vocabulary Object Detection, vision-language modeling, Zero-shot Object Detection

OmDet: Real-Time Open-Vocabulary Object Detection with Transformer Speed and Zero-Shot Accuracy 1360

OmDet is a breakthrough in open-vocabulary object detection (OVD)—a vision-language paradigm that enables models to recognize not just pre-defined object…

01/04/2026Open-vocabulary Object Detection, Real-time Object Detection, Zero-shot Object Detection

YOLOE: Real-Time Open-Vocabulary Object Detection and Segmentation Without Compromise 1939

Conventional object detectors like YOLOv8 are fast, reliable, and widely deployed—but they come with a critical limitation: they can only…

12/18/2025Open-vocabulary Object Detection, Prompt-based Vision, Real-time Instance Segmentation