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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

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Showing 51–100 of 259 papers

TitleStatusHype
YotoR-You Only Transform One Representation—0
YOLOv10: Real-Time End-to-End Object DetectionCode11
Replication Study and Benchmarking of Real-Time Object Detection ModelsCode0
Performance Evaluation of Real-Time Object Detection for Electric ScootersCode0
PointCompress3D: A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems—0
GLCM-Based Feature Combination for Extraction Model Optimization in Object Detection Using Machine Learning—0
YOLOv5-6D: Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging GeometriesCode2
Prototipo de un Contador Bidireccional Automático de Personas basado en sensores de visión 3D—0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules—0
Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion HeadCode5
Lightweight Object Detection: A Study Based on YOLOv7 Integrated with ShuffleNetv2 and Vision Transformer—0
YOLOv9: Learning What You Want to Learn Using Programmable Gradient InformationCode16
Context-aware Multi-Model Object Detection for Diversely Heterogeneous Compute SystemsCode0
MODIPHY: Multimodal Obscured Detection for IoT using PHantom Convolution-Enabled Faster YOLOCode1
Domain Adaptable Fine-Tune Distillation Framework For Advancing Farm SurveillanceCode0
Real-time Traffic Object Detection for Autonomous Driving—0
Real-time object detection and robotic manipulation for agriculture using a YOLO-based learning approach—0
Small Object Detection by DETR via Information Augmentation and Adaptive Feature Fusion—0
Real-Time Object Detection in Occluded Environment with Background Cluttering Effects Using Deep Learning—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
First qualitative observations on deep learning vision model YOLO and DETR for automated driving in Austria—0
Liquid Leak Detection Using Thermal Images—0
Object-centric Cross-modal Feature Distillation for Event-based Object Detection—0
Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLOCode1
HIC-YOLOv5: Improved YOLOv5 For Small Object DetectionCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
DEYOv3: DETR with YOLO for Real-time Object DetectionCode0
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute MechanismCode0
Real-Time Object Detection on High-Voltage Powerlines Using an Unmanned Aerial Vehicle (UAV)Code0
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images—0
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object DetectionCode2
Leveraging the Edge and Cloud for V2X-Based Real-Time Object Detection in Autonomous Driving—0
YUDO: YOLO for Uniform Directed Object DetectionCode1
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor DetectionCode1
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection EvaluationCode0
Q-YOLO: Efficient Inference for Real-time Object Detection—0
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
Real-Time Onboard Object Detection for Augmented Reality: Enhancing Head-Mounted Display with YOLOv8—0
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and MethodCode1
Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion DetectionCode1
Real-time Object Detection: YOLOv1 Re-Implementation in PyTorch—0
Computer Vision for Construction Progress Monitoring: A Real-Time Object Detection Approach—0
TinyissimoYOLO: A Quantized, Low-Memory Footprint, TinyML Object Detection Network for Low Power Microcontrollers—0
DETRs Beat YOLOs on Real-time Object DetectionCode8
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective—0
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS—0
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection StrategyCode1
Real-time SLAM Pipeline in Dynamics Environment—0
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning—0
Help the Blind See: Assistance for the Visually Impaired through Augmented Acoustic SimulationCode0
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