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Real-time Object Detection

FaceBoxes: Real-Time CPU Face Detection with High Accuracy and Scale Invariance

FaceBoxes: Real-Time CPU Face Detection with High Accuracy and Scale Invariance 597

In many real-world applications—ranging from video conferencing and surveillance to edge-based biometric systems—face detection must run quickly, reliably, and without…

01/13/2026Edge AI, Face Detection, Real-time Object Detection
Fast-BEV: High-Speed, High-Accuracy Bird’s-Eye View Perception for Real-World Autonomous Driving Systems

Fast-BEV: High-Speed, High-Accuracy Bird’s-Eye View Perception for Real-World Autonomous Driving Systems 754

Fast-BEV emerges as a compelling solution to a longstanding challenge in autonomous vehicle (AV) perception: achieving both high inference speed…

01/13/2026Autonomous Driving Perception, Bird's-Eye View Perception, Real-time 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
DEIM: Slash DETR Training Time by 50% Without Sacrificing Accuracy for Real-Time Object Detection

DEIM: Slash DETR Training Time by 50% Without Sacrificing Accuracy for Real-Time Object Detection 1348

Real-time object detection has become a cornerstone of modern computer vision applications—from autonomous vehicles and robotics to industrial inspection and…

12/19/2025DETR Acceleration, Real-time Object Detection, Transformer-based Detection
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