YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information Feb 21, 2024 object-detection Object Detection
Code Code Available 16YOLOv10: Real-Time End-to-End Object Detection May 23, 2024 2D Object Detection Data Augmentation
Code Code Available 11LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection Jun 5, 2024 Decoder object-detection
Code Code Available 9DETRs Beat YOLOs on Real-time Object Detection Apr 17, 2023 2D Object Detection Decoder
Code Code Available 8YOLOv7: 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 7D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution Refinement Oct 17, 2024 GPU Real-Time Object Detection
Code Code Available 7A ConvNet for the 2020s Jan 10, 2022 Classification Domain Generalization
Code Code Available 5YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications Sep 7, 2022 GPU Object Detection
Code Code Available 5YOLOv13: Real-Time Object Detection with Hypergraph-Enhanced Adaptive Visual Perception Jun 21, 2025 Computational Efficiency object-detection
Code Code Available 5DEIM: DETR with Improved Matching for Fast Convergence Dec 5, 2024 Data Augmentation GPU
Code Code Available 5Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head Mar 11, 2024 Object Detection Open-vocabulary object detection
Code Code Available 5YOLOv6 v3.0: A Full-Scale Reloading Jan 13, 2023 GPU Object Detection
Code Code Available 5RTMDet: An Empirical Study of Designing Real-Time Object Detectors Dec 14, 2022 GPU Instance Segmentation
Code Code Available 4PP-YOLOE: An evolved version of YOLO Mar 30, 2022 2D Object Detection Dense Object Detection
Code Code Available 4DAMO-YOLO : A Report on Real-Time Object Detection Design Nov 23, 2022 CPU Neural Architecture Search
Code Code Available 4Detectron2 Object Detection & Manipulating Images using Cartoonization Aug 1, 2021 Autonomous Vehicles Data Visualization
Code Code Available 4DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection Mar 7, 2022 Object Detection Real-Time Object Detection
Code Code Available 4Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge Jul 27, 2021 2D Object Detection Autonomous Driving
Code Code Available 3Vision Transformer Adapter for Dense Predictions May 17, 2022 Instance Segmentation Object Detection
Code Code Available 3YOLOv4: Optimal Speed and Accuracy of Object Detection Apr 23, 2020 BIG-bench Machine Learning Data Augmentation
Code Code Available 3EfficientDet: Scalable and Efficient Object Detection Nov 20, 2019 AutoML Object
Code Code Available 3Deformable DETR: Deformable Transformers for End-to-End Object Detection Oct 8, 2020 2D Object Detection Object Detection
Code Code Available 3Real-time Object Detection for Streaming Perception Mar 23, 2022 Autonomous Driving Object
Code Code Available 2Objects as Points Apr 16, 2019 3D Object Detection Keypoint Detection
Code Code Available 2Focal Loss for Dense Object Detection Aug 7, 2017 2D Object Detection Dense Object Detection
Code Code Available 2YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Aug 10, 2023 Object object-detection
Code Code Available 2FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles Jun 5, 2024 Autonomous Driving Autonomous Vehicles
Code Code Available 2YOLOv5-6D: Advancing 6-DoF Instrument Pose Estimation in Variable X-Ray Imaging Geometries Mar 22, 2024 6D Pose Estimation using RGB GPU
Code Code Available 2Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Mar 25, 2021 image-classification Image Classification
Code Code Available 2Slim-neck by GSConv: A lightweight-design for real-time detector architectures Jun 6, 2022 Autonomous Vehicles Edge-computing
Code Code Available 2SuperYOLO: Super Resolution Assisted Object Detection in Multimodal Remote Sensing Imagery Sep 27, 2022 Object Detection Real-Time Object Detection
Code Code Available 2Multi-Branch Auxiliary Fusion YOLO with Re-parameterization Heterogeneous Convolutional for accurate object detection Jul 5, 2024 Novel Object Detection object-detection
Code Code Available 2YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID Jan 23, 2025 Multi-Object Tracking object-detection
Code Code Available 2Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning Nov 15, 2020 Benchmarking Colorectal Polyps Characterization
Code Code Available 1RegionCLIP: Region-based Language-Image Pretraining Dec 16, 2021 image-classification Image Classification
Code Code Available 1RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection Jul 31, 2023 2D Object Detection Medical Diagnosis
Code Code Available 1Robust and Efficient Post-Processing for Video Object Detection (REPP) Oct 1, 2020 Autonomous Driving Dense Object Detection
Code Code Available 1Optimizing Edge Offloading Decisions for Object Detection Oct 24, 2024 Object object-detection
Code Code Available 1Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection Dec 3, 2020 Multi-Object Tracking object-detection
Code Code Available 1Object Detection and Pose Estimation from RGB and Depth Data for Real-time, Adaptive Robotic Grasping Jan 18, 2021 Object object-detection
Code Code Available 1CSPNet: A New Backbone that can Enhance Learning Capability of CNN Nov 27, 2019 Attribute Image Classification
Code Code Available 1Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks Jul 31, 2020 Edge-computing object-detection
Code Code Available 1Non-deep Networks Oct 14, 2021 Image Classification Object Detection
Code Code Available 1RT-DATR:Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Learning Apr 12, 2025 Domain Adaptation Domain Generalization
Code Code Available 1Contour Proposal Networks for Biomedical Instance Segmentation Apr 7, 2021 Blood Cell Detection Cell Detection
Code Code Available 1Mask R-CNN Mar 20, 2017 3D Instance Segmentation Human Part Segmentation
Code Code Available 1Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion Detection May 29, 2023 Lesion Detection object-detection
Code Code Available 1HIC-YOLOv5: Improved YOLOv5 For Small Object Detection Sep 28, 2023 Object object-detection
Code Code Available 1CST-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 1An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection Apr 22, 2019 GPU object-detection
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