YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information Feb 21, 2024 object-detection Object Detection
Code Code Available 165 YOLOv10: Real-Time End-to-End Object Detection May 23, 2024 2D Object Detection Data Augmentation
Code Code Available 115 LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection Jun 5, 2024 Decoder object-detection
Code Code Available 95 DETRs Beat YOLOs on Real-time Object Detection Apr 17, 2023 2D Object Detection Decoder
Code Code Available 85 D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement Oct 17, 2024 GPU Real-Time Object Detection
Code Code Available 75 YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Jul 6, 2022 2D Object Detection GPU
Code Code Available 75 A ConvNet for the 2020s Jan 10, 2022 Classification Domain Generalization
Code Code Available 55 YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications Sep 7, 2022 GPU Object Detection
Code Code Available 55 Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head Mar 11, 2024 Object Detection Open-vocabulary object detection
Code Code Available 55 YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception Jun 21, 2025 Computational Efficiency object-detection
Code Code Available 55 YOLOv6 v3.0: A Full-Scale Reloading Jan 13, 2023 GPU Object Detection
Code Code Available 55 DEIM: DETR with Improved Matching for Fast Convergence Dec 5, 2024 Data Augmentation GPU
Code Code Available 55 PP-YOLOE: An evolved version of YOLO Mar 30, 2022 2D Object Detection Dense Object Detection
Code Code Available 45 DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Mar 7, 2022 Object Detection Real-Time Object Detection
Code Code Available 45 DAMO-YOLO : A Report on Real-Time Object Detection Design Nov 23, 2022 CPU Neural Architecture Search
Code Code Available 45 RTMDet: An Empirical Study of Designing Real-Time Object Detectors Dec 14, 2022 GPU Instance Segmentation
Code Code Available 45 Detectron2 Object Detection & Manipulating Images using Cartoonization Aug 1, 2021 Autonomous Vehicles Data Visualization
Code Code Available 45 Deformable DETR: Deformable Transformers for End-to-End Object Detection Oct 8, 2020 2D Object Detection Object Detection
Code Code Available 35 EfficientDet: Scalable and Efficient Object Detection Nov 20, 2019 AutoML Object
Code Code Available 35 YOLOv4: Optimal Speed and Accuracy of Object Detection Apr 23, 2020 BIG-bench Machine Learning Data Augmentation
Code Code Available 35 Vision Transformer Adapter for Dense Predictions May 17, 2022 Instance Segmentation Object Detection
Code Code Available 35 Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge Jul 27, 2021 2D Object Detection Autonomous Driving
Code Code Available 35 Focal Loss for Dense Object Detection Aug 7, 2017 2D Object Detection Dense Object Detection
Code Code Available 25 FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles Jun 5, 2024 Autonomous Driving Autonomous Vehicles
Code Code Available 25 Real-time Object Detection for Streaming Perception Mar 23, 2022 Autonomous Driving Object
Code Code Available 25 Objects as Points Apr 16, 2019 3D Object Detection Keypoint Detection
Code Code Available 25 Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detection Jul 5, 2024 Novel Object Detection object-detection
Code Code Available 25 YOLOv5-6D: Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging Geometries Mar 22, 2024 6D Pose Estimation using RGB GPU
Code Code Available 25 YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Jan 23, 2025 Multi-Object Tracking object-detection
Code Code Available 25 YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Aug 10, 2023 Object object-detection
Code Code Available 25 SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery Sep 27, 2022 Object Detection Real-Time Object Detection
Code Code Available 25 Slim-neck by GSConv: A lightweight-design for real-time detector architectures Jun 6, 2022 Autonomous Vehicles Edge-computing
Code Code Available 25 Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Mar 25, 2021 image-classification Image Classification
Code Code Available 25 FOVEA: Foveated Image Magnification for Autonomous Navigation Aug 27, 2021 Autonomous Driving Autonomous Navigation
Code Code Available 15 RegionCLIP: Region-based Language-Image Pretraining Dec 16, 2021 image-classification Image Classification
Code Code Available 15 Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning Nov 15, 2020 Benchmarking Colorectal Polyps Characterization
Code Code Available 15 Robust and Efficient Post-Processing for Video Object Detection (REPP) Oct 1, 2020 Autonomous Driving Dense Object Detection
Code Code Available 15 Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Jun 4, 2015 2D Object Detection GPU
Code Code Available 15 RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection Jul 31, 2023 2D Object Detection Medical Diagnosis
Code Code Available 15 HarDNet: A Low Memory Traffic Network Sep 3, 2019 object-detection Object Detection
Code Code Available 15 CSPNet: A New Backbone that can Enhance Learning Capability of CNN Nov 27, 2019 Attribute Image Classification
Code Code Available 15 End-to-End Object Detection with Transformers May 26, 2020 2D Object Detection Decoder
Code Code Available 15 RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning Apr 12, 2025 Domain Adaptation Domain Generalization
Code Code Available 15 Contour Proposal Networks for Biomedical Instance Segmentation Apr 7, 2021 Blood Cell Detection Cell Detection
Code Code Available 15 Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic Grasping Jan 18, 2021 Object object-detection
Code Code Available 15 An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection Apr 22, 2019 GPU object-detection
Code Code Available 15 Non-deep Networks Oct 14, 2021 Image Classification Object Detection
Code Code Available 15 CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing Images Jan 18, 2021 Object object-detection
Code Code Available 15 CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin Transformer Jun 26, 2023 2D Object Detection Blood Cell Detection
Code Code Available 15 CenterMask : Real-Time Anchor-Free Instance Segmentation Nov 15, 2019 Instance Segmentation Object Detection
Code Code Available 15