SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 259 papers

TitleStatusHype
Non-deep NetworksCode1
FOVEA: Foveated Image Magnification for Autonomous NavigationCode1
YOLOX: Exceeding YOLO Series in 2021Code1
CBNet: A Composite Backbone Network Architecture for Object DetectionCode1
Towards Light-weight and Real-time Line Segment DetectionCode1
You Only Learn One Representation: Unified Network for Multiple TasksCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic GraspingCode1
CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing ImagesCode1
Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object DetectionCode1
Scaled-YOLOv4: Scaling Cross Stage Partial NetworkCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
Robust and Efficient Post-Processing for Video Object Detection (REPP)Code1
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-DesignCode1
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged NetworksCode1
Understanding Object Detection Through An Adversarial LensCode1
End-to-End Object Detection with TransformersCode1
Towards Streaming PerceptionCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection SystemsCode1
CSPNet: A New Backbone that can Enhance Learning Capability of CNNCode1
CenterMask : Real-Time Anchor-Free Instance SegmentationCode1
HarDNet: A Low Memory Traffic NetworkCode1
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object DetectionCode1
MnasNet: Platform-Aware Neural Architecture Search for MobileCode1
Joint Anchor-Feature Refinement for Real-Time Accurate Object Detection in Images and VideosCode1
YOLOv3: An Incremental ImprovementCode1
Mask R-CNNCode1
YOLO9000: Better, Faster, StrongerCode1
You Only Look Once: Unified, Real-Time Object DetectionCode1
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksCode1
Detection of Rail Line Track and Human Beings Near the Track to Avoid Accidents—0
How Real is CARLAs Dynamic Vision Sensor? A Study on the Sim-to-Real Gap in Traffic Object Detection—0
WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event Cameras—0
MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection—0
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver-Assistance Systems—0
CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection—0
A Decade of You Only Look Once (YOLO) for Object Detection—0
A Vision-Enabled Prosthetic Hand for Children with Upper Limb Disabilities—0
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions—0
ATLASv2: LLM-Guided Adaptive Landmark Acquisition and Navigation on the Edge—0
Enabling Efficient Processing of Spiking Neural Networks with On-Chip Learning on Commodity Neuromorphic Processors for Edge AI Systems—0
HGO-YOLO: Advancing Anomaly Behavior Detection with Hierarchical Features and Lightweight Optimized Detection—0
2D Object Detection: A Survey—0
YOLOv12: A Breakdown of the Key Architectural Features—0
YOLOv4: A Breakthrough in Real-Time Object Detection—0
Adaptive Object Detection for Indoor Navigation Assistance: A Performance Evaluation of Real-Time Algorithms—0
Real-Time Brain Tumor Detection in Intraoperative Ultrasound Using YOLO11: From Model Training to Deployment in the Operating RoomCode0
TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection—0
RE-POSE: Synergizing Reinforcement Learning-Based Partitioning and Offloading for Edge Object Detection—0
Show:102550
← PrevPage 2 of 6Next →

No leaderboard results yet.