Description
CSPDarknet53 is a convolutional neural network and backbone for object detection that uses DarkNet-53. It employs a CSPNet strategy to partition the feature map of the base layer into two parts and then merges them through a cross-stage hierarchy. The use of a split and merge strategy allows for more gradient flow through the network.
This CNN is used as the backbone for YOLOv4.
Papers Using This Method
Pattern-Based Phase-Separation of Tracer and Dispersed Phase Particles in Two-Phase Defocusing Particle Tracking Velocimetry2025-06-22Event-Based Crossing Dataset (EBCD)2025-03-21WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model Evaluation2025-02-27Enhancing Transparent Object Pose Estimation: A Fusion of GDR-Net and Edge Detection2025-02-17YOLOv4: A Breakthrough in Real-Time Object Detection2025-02-06Vision-Integrated LLMs for Autonomous Driving Assistance : Human Performance Comparison and Trust Evaluation2025-02-06SPFFNet: Strip Perception and Feature Fusion Spatial Pyramid Pooling for Fabric Defect Detection2025-02-03Efficient Object Detection of Marine Debris using Pruned YOLO Model2025-01-27Object Detection Approaches to Identifying Hand Images with High Forensic Values2024-12-21Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV)2024-12-19Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection2024-12-06UICE-MIRNet guided image enhancement for underwater object detection2024-09-24MapVision: CVPR 2024 Autonomous Grand Challenge Mapless Driving Tech Report2024-06-14Real-time object detection and tracking using flash LiDAR imagery2024-06-07Replication Study and Benchmarking of Real-Time Object Detection Models2024-05-11Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer2024-04-20FlightScope: An Experimental Comparative Review of Aircraft Detection Algorithms in Satellite Imagery2024-04-03Knowledge Distillation in YOLOX-ViT for Side-Scan Sonar Object Detection2024-03-14FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything2024-02-29Detection of Micromobility Vehicles in Urban Traffic Videos2024-02-28