Methods › Computer Vision › One-Stage Object Detection Models › YOLOv4

YOLOv4

100 papers tagged archive 2025-07-28

Introduced by Alexey Bochkovskiy et al. in YOLOv4: Optimal Speed and Accuracy of Object Detection

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 100, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Pattern-Based Phase-Separation of Tracer and Dispersed Phase Particles in Two-Phase Defocusing Particle Tracking Velocimetry
  22 Jun 2025 · 0 repositories · arXiv:2506.18157
• Event-Based Crossing Dataset (EBCD)
  21 Mar 2025 · 1 repository · arXiv:2503.17499
• WalnutData: A UAV Remote Sensing Dataset of Green Walnuts and Model Evaluation
  27 Feb 2025 · 1 repository · arXiv:2502.20092
• Vision-Integrated LLMs for Autonomous Driving Assistance : Human Performance Comparison and Trust Evaluation
  6 Feb 2025 · 0 repositories · arXiv:2502.06843
• YOLOv4: A Breakthrough in Real-Time Object Detection
  6 Feb 2025 · 0 repositories · arXiv:2502.04161
• SPFFNet: Strip Perception and Feature Fusion Spatial Pyramid Pooling for Fabric Defect Detection
  3 Feb 2025 · 0 repositories · arXiv:2502.01445
• Efficient Object Detection of Marine Debris using Pruned YOLO Model
  27 Jan 2025 · 0 repositories · arXiv:2501.16571
• Object Detection Approaches to Identifying Hand Images with High Forensic Values
  21 Dec 2024 · 0 repositories · arXiv:2412.16431
• Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV)
  19 Dec 2024 · 0 repositories · arXiv:2412.15347
• UICE-MIRNet guided image enhancement for underwater object detection
  24 Sep 2024 · 0 repositories
• YOLO-Former: YOLO Shakes Hand With ViT
  11 Jan 2024 · 0 repositories · arXiv:2401.06244
• HyperSense: Hyperdimensional Intelligent Sensing for Energy-Efficient Sparse Data Processing
  4 Jan 2024 · 0 repositories · arXiv:2401.10267
• Toward Improving Robustness of Object Detectors Against Domain Shift
  2 Dec 2023 · 1 repository · arXiv:2403.12049
• YOLOv5s-BC: An improved YOLOv5s-based method for real-time apple detection
  10 Nov 2023 · 0 repositories · arXiv:2311.05811
• Application of deep learning for livestock behaviour recognition: A systematic literature review
  20 Oct 2023 · 0 repositories · arXiv:2310.13483
• Parking Spot Classification based on surround view camera system
  5 Oct 2023 · 0 repositories · arXiv:2310.12997
• Randomize to Generalize: Domain Randomization for Runway FOD Detection
  23 Sep 2023 · 0 repositories · arXiv:2309.13264
• Automatic Signboard Recognition in Low Quality Night Images
  17 Aug 2023 · 0 repositories · arXiv:2308.08941
• YOLOBench: Benchmarking Efficient Object Detectors on Embedded Systems
  26 Jul 2023 · 0 repositories · arXiv:2307.13901
• Group channel pruning and spatial attention distilling for object detection
  2 Jun 2023 · 1 repository · arXiv:2306.01526
• DeepSeaNet: Improving Underwater Object Detection using EfficientDet
  26 May 2023 · 0 repositories · arXiv:2306.06075
• Out-of-Distribution Detection for Adaptive Computer Vision
  16 May 2023 · 0 repositories · arXiv:2305.09293
• Enhancing object detection robustness: A synthetic and natural perturbation approach
  20 Apr 2023 · 0 repositories · arXiv:2304.10622
• Learning Behavior Recognition in Smart Classroom with Multiple Students Based on YOLOv5
  20 Mar 2023 · 0 repositories · arXiv:2303.10916
• Towards Commonsense Knowledge based Fuzzy Systems for Supporting Size-Related Fine-Grained Object Detection
  16 Mar 2023 · 1 repository · arXiv:2303.09026
• Supervised Virtual-to-Real Domain Adaptation for Object Detection Task using YOLO
  27 Feb 2023 · 0 repositories · arXiv:2302.13891
• Table Tennis Stroke Detection and Recognition Using Ball Trajectory Data
  19 Feb 2023 · 0 repositories · arXiv:2302.09657
• Detection and Segmentation of Pancreas using Morphological Snakes and Deep Convolutional Neural Networks
  13 Feb 2023 · 0 repositories · arXiv:2302.06356
• A²-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems
  16 Jan 2023 · 0 repositories · arXiv:2301.06363
• Traffic sign detection and recognition using event camera image reconstruction
  16 Dec 2022 · 0 repositories · arXiv:2212.08387

Tasks archive 2025-07-28

20 shown of 123 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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