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
YOLOX: Exceeding YOLO Series in 2021Code1
YUDO: YOLO for Uniform Directed Object DetectionCode1
YOLOv3: An Incremental ImprovementCode1
Robust and Efficient Post-Processing for Video Object Detection (REPP)Code1
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
Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged NetworksCode1
Non-deep NetworksCode1
CBNet: A Composite Backbone Network Architecture for Object DetectionCode1
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-DesignCode1
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyCode1
MnasNet: Platform-Aware Neural Architecture Search for MobileCode1
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion DetectionCode1
Mask R-CNNCode1
YOLO9000: Better, Faster, StrongerCode1
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUsCode1
Understanding Object Detection Through An Adversarial LensCode1
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight AttentionCode1
HIC-YOLOv5: Improved YOLOv5 For Small Object DetectionCode1
BED: A Real-Time Object Detection System for Edge DevicesCode1
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLOCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
Joint Anchor-Feature Refinement for Real-Time Accurate Object Detection in Images and VideosCode1
Towards Light-weight and Real-time Line Segment DetectionCode1
End-to-End Object Detection with TransformersCode1
MODIPHY: Multimodal Obscured Detection for IoT using PHantom Convolution-Enabled Faster YOLOCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
HarDNet: A Low Memory Traffic NetworkCode1
Towards Streaming PerceptionCode1
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal NetworksCode1
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object DetectionCode0
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous DrivingCode0
SpineNet: Learning Scale-Permuted Backbone for Recognition and LocalizationCode0
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object DetectionCode0
DeNet: Scalable Real-time Object Detection with Directed Sparse SamplingCode0
Attentional PointNet for 3D-Object Detection in Point CloudsCode0
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV ApplicationsCode0
R-FCN: Object Detection via Region-based Fully Convolutional NetworksCode0
DaDe: Delay-adaptive Detector for Streaming PerceptionCode0
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute MechanismCode0
Relief R-CNN : Utilizing Convolutional Features for Fast Object DetectionCode0
Receptive Field Block Net for Accurate and Fast Object DetectionCode0
Real Time Object Detection System with YOLO and CNN Models: A ReviewCode0
Real-Time Object Detection on High-Voltage Powerlines Using an Unmanned Aerial Vehicle (UAV)Code0
Replication Study and Benchmarking of Real-Time Object Detection ModelsCode0
R-TOD: Real-Time Object Detector with Minimized End-to-End Delay for Autonomous DrivingCode0
Context-aware Multi-Model Object Detection for Diversely Heterogeneous Compute SystemsCode0
Real-Time Brain Tumor Detection in Intraoperative Ultrasound Using YOLO11: From Model Training to Deployment in the Operating RoomCode0
Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in VideoCode0
Show:102550
← PrevPage 2 of 6Next →

No leaderboard results yet.