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Real-Time Object Detection

Real-Time Object Detection is a computer vision task that involves identifying and locating objects of interest in real-time video sequences with fast inference while maintaining a base level of accuracy.

This is typically solved using algorithms that combine object detection and tracking techniques to accurately detect and track objects in real-time. They use a combination of feature extraction, object proposal generation, and classification to detect and localize objects of interest.

( Image credit: CenterNet )

Papers

Showing 5175 of 259 papers

TitleStatusHype
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object DetectionCode1
Towards Streaming PerceptionCode1
Mask R-CNNCode1
Non-deep NetworksCode1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection SystemsCode1
CenterMask : Real-Time Anchor-Free Instance SegmentationCode1
CBNet: A Composite Backbone Network Architecture for Object DetectionCode1
HarDNet: A Low Memory Traffic NetworkCode1
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and MethodCode1
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLOCode1
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksCode1
BED: A Real-Time Object Detection System for Edge DevicesCode1
Scaled-YOLOv4: Scaling Cross Stage Partial NetworkCode1
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight AttentionCode1
RegionCLIP: Region-based Language-Image PretrainingCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
Robust and Efficient Post-Processing for Video Object Detection (REPP)Code1
FOVEA: Foveated Image Magnification for Autonomous NavigationCode1
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion DetectionCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
End-to-End Object Detection with TransformersCode1
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor DetectionCode1
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