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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 101–150 of 259 papers

TitleStatusHype
CorrDiff: Adaptive Delay-aware Detector with Temporal Cue Inputs for Real-time Object Detection—0
Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV)—0
YOLOv11: An Overview of the Key Architectural EnhancementsCode0
P-YOLOv8: Efficient and Accurate Real-Time Detection of Distracted Driving—0
Human-in-the-loop Reasoning For Traffic Sign Detection: Collaborative Approach Yolo With Video-llava—0
Fast Object Detection with a Machine Learning Edge Device—0
What is YOLOv9: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector—0
Transtreaming: Adaptive Delay-aware Transformer for Real-time Streaming Perception—0
Real-Time Dynamic Scale-Aware Fusion Detection Network: Take Road Damage Detection as an exampleCode0
Real-Time Indoor Object Detection based on hybrid CNN-Transformer Approach—0
DS MYOLO: A Reliable Object Detector Based on SSMs for Driving Scenarios—0
Network transferability of adversarial patches in real-time object detectionCode0
YOLOv1 to YOLOv10: The fastest and most accurate real-time object detection systems—0
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design—0
Octave-YOLO: Cross frequency detection network with octave convolution—0
Quantizing YOLOv7: A Comprehensive Study—0
YOLO11 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once (YOLO) Series—0
Real-Time Automated donning and doffing detection of PPE based on Yolov4-tiny—0
SlowPerception: Physical-World Latency Attack against Visual Perception in Autonomous Driving—0
Real-time object detection and tracking using flash LiDAR imagery—0
Precision and Adaptability of YOLOv5 and YOLOv8 in Dynamic Robotic Environments—0
YotoR-You Only Transform One Representation—0
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
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
Lightweight Object Detection: A Study Based on YOLOv7 Integrated with ShuffleNetv2 and Vision Transformer—0
Context-aware Multi-Model Object Detection for Diversely Heterogeneous Compute SystemsCode0
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
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
Leveraging the Edge and Cloud for V2X-Based Real-Time Object Detection in Autonomous Driving—0
BandRe: Rethinking Band-Pass Filters for Scale-Wise Object Detection EvaluationCode0
Q-YOLO: Efficient Inference for Real-time Object Detection—0
Real-Time Onboard Object Detection for Augmented Reality: Enhancing Head-Mounted Display with YOLOv8—0
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
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