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Zero-shot Object Detection

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

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

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
MobileSAM: Ultra-Fast, Lightweight Image Segmentation for Real-World Applications

MobileSAM: Ultra-Fast, Lightweight Image Segmentation for Real-World Applications 5526

MobileSAM is a streamlined, high-performance variant of Meta’s groundbreaking Segment Anything Model (SAM), engineered to deliver the same powerful segmentation…

12/18/2025Image Segmentation, Promptable Segmentation, Zero-shot Object Detection
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