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Object Detection

Papers

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Showing 3601–3650 of 10957 papers

TitleStatusHype
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible TasksCode0
Real-Time Tea Leaf Disease Detection Using Deep Learning-Based ModelsCode0
Improving Object Detection for Time-Lapse Imagery Using Temporal Features in Wildlife MonitoringCode0
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot LearningCode0
NeRF-To-Real Tester: Neural Radiance Fields as Test Image Generators for Vision of Autonomous Systems—0
WAVIE: A Modular and Open-Source Python Implementation for Fully Automated Digitisation of Paper Electrocardiograms—0
Mask-RadarNet: Enhancing Transformer With Spatial-Temporal Semantic Context for Radar Object Detection in Autonomous Driving—0
SCKD: Semi-Supervised Cross-Modality Knowledge Distillation for 4D Radar Object DetectionCode0
Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV)—0
Leveraging Color Channel Independence for Improved Unsupervised Object Detection—0
Comparative Analysis of YOLOv9, YOLOv10 and RT-DETR for Real-Time Weed Detection—0
MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing—0
Improving Generalization Performance of YOLOv8 for Camera Trap Object DetectionCode0
Object Style Diffusion for Generalized Object Detection in Urban Scene—0
PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts—0
Efficient Oriented Object Detection with Enhanced Small Object Recognition in Aerial Images—0
What is YOLOv6? A Deep Insight into the Object Detection Model—0
A New Adversarial Perspective for LiDAR-based 3D Object Detection—0
RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion—0
Continuous Patient Monitoring with AI: Real-Time Analysis of Video in Hospital Care SettingsCode0
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data—0
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector—0
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges—0
V-MIND: Building Versatile Monocular Indoor 3D Detector with Diverse 2D Annotations—0
Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and RoadsidesCode0
Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset—0
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning—0
From Simple to Professional: A Combinatorial Controllable Image Captioning AgentCode0
Unconstrained Salient and Camouflaged Object Detection—0
Enhancement of text recognition for hanja handwritten documents of Ancient Korea—0
CATALOG: A Camera Trap Language-guided Contrastive Learning ModelCode0
Detecting Activities of Daily Living in Egocentric Video to Contextualize Hand Use at Home in Outpatient Neurorehabilitation Settings—0
Just a Few Glances: Open-Set Visual Perception with Image Prompt Paradigm—0
MVQ:Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization—0
Timealign: A multi-modal object detection method for time misalignment fusing in autonomous driving—0
A dual contrastive framework—0
Object-Focused Data Selection for Dense Prediction Tasks—0
PanSR: An Object-Centric Mask Transformer for Panoptic SegmentationCode0
HS-FPN: High Frequency and Spatial Perception FPN for Tiny Object Detection—0
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection—0
Copy-Move Detection in Optical Microscopy: A Segmentation Network and A DatasetCode0
STEAM: Squeeze and Transform Enhanced Attention Module—0
SEGT: A General Spatial Expansion Group Transformer for nuScenes Lidar-based Object Detection Task—0
UADet: A Remarkably Simple Yet Effective Uncertainty-Aware Open-Set Object Detection Framework—0
Analysis of Object Detection Models for Tiny Object in Satellite Imagery: A Dataset-Centric Approach—0
FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection—0
Sensing for Space Safety and Sustainability: A Deep Learning Approach with Vision Transformers—0
ContextHOI: Spatial Context Learning for Human-Object Interaction Detection—0
Utilizing Multi-step Loss for Single Image Reflection RemovalCode0
Automatic Image Annotation for Mapped Features Detection—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified