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Object Detection

Papers

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Showing 251–300 of 10957 papers

TitleStatusHype
Few-Shot Adaptation of Grounding DINO for Agricultural Domain—0
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object DetectionCode2
Multi-Object Tracking for Collision Avoidance Using Multiple Cameras in Open RAN Networks—0
PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario—0
From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction—0
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection—0
Playing Non-Embedded Card-Based Games with Reinforcement LearningCode3
Inverse++: Vision-Centric 3D Semantic Occupancy Prediction Assisted with 3D Object DetectionCode0
Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object DetectionCode2
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection—0
Digital Gene: Learning about the Physical World through Analytic Concepts—0
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications—0
Finding the Reflection Point: Unpadding Images to Remove Data Augmentation Artifacts in Large Open Source Image Datasets for Machine Learning—0
ZFusion: An Effective Fuser of Camera and 4D Radar for 3D Object Perception in Autonomous Driving—0
TGraphX: Tensor-Aware Graph Neural Network for Multi-Dimensional Feature LearningCode0
PF3Det: A Prompted Foundation Feature Assisted Visual LiDAR 3D Detector—0
Real-Time Roadway Obstacle Detection for Electric Scooters Using Deep Learning and Multi-Sensor FusionCode0
LiDAR-based Object Detection with Real-time Voice SpecificationsCode0
Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and BaselineCode1
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW—0
LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection—0
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline ResultsCode1
CornerPoint3D: Look at the Nearest Corner Instead of the Center—0
Multimodal Fusion and Vision-Language Models: A Survey for Robot VisionCode1
Enhancing Traffic Sign Recognition On The Performance Based On Yolov8—0
CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection—0
NeuRadar: Neural Radiance Fields for Automotive Radar Point Clouds—0
Real-Time Navigation for Autonomous Aerial Vehicles Using Video—0
CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection—0
CaLiV: LiDAR-to-Vehicle Calibration of Arbitrary Sensor Setups via Object ReconstructionCode1
MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote SensingCode0
Spectral-Adaptive Modulation Networks for Visual PerceptionCode1
SU-YOLO: Spiking Neural Network for Efficient Underwater Object DetectionCode0
Expanding-and-Shrinking Binary Neural NetworksCode0
EagleVision: Object-level Attribute Multimodal LLM for Remote SensingCode1
Context in object detection: a systematic literature review—0
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object DetectionCode2
A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial ImageryCode0
Intelligent Bear Prevention System Based on Computer Vision: An Approach to Reduce Human-Bear Conflicts in the Tibetan Plateau Area, China—0
Knowledge Rectification for Camouflaged Object Detection: Unlocking Insights from Low-Quality Data—0
The Marine Debris Forward-Looking Sonar Datasets—0
ForcePose: A Deep Learning Approach for Force Calculation Based on Action Recognition Using MediaPipe Pose Estimation Combined with Object Detection—0
Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance—0
AnnoPage Dataset: Dataset of Non-Textual Elements in Documents with Fine-Grained Categorization—0
AGILE: A Diffusion-Based Attention-Guided Image and Label Translation for Efficient Cross-Domain Plant Trait IdentificationCode0
FACETS: Efficient Once-for-all Object Detection via Constrained Iterative Search—0
Exponentially Weighted Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Model Training in Unmanned Aerial Vehicles Surveillance Scenarios—0
Learning Class Prototypes for Unified Sparse Supervised 3D Object DetectionCode1
Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications—0
SaViD: Spectravista Aesthetic Vision Integration for Robust and Discerning 3D Object Detection in Challenging EnvironmentsCode0
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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