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Object Detection

Papers

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Showing 4651–4700 of 10957 papers

TitleStatusHype
Inside Out: Transforming Images of Lab-Grown Plants for Machine Learning Applications in Agriculture—0
Multi-Objective Evolutionary for Object Detection Mobile Architectures Search—0
Large Scale Radio Frequency Wideband Signal Detection & RecognitionCode2
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language ModelsCode1
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object DetectionCode2
PP-YOLOE-R: An Efficient Anchor-Free Rotated Object Detector—0
SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model ConvergencyCode1
Efficient Information Sharing in ICT Supply Chain Social Network via Table Structure Recognition—0
PointSee: Image Enhances Point Cloud—0
Deep Learning based Defect classification and detection in SEM images: A Mask R-CNN approach—0
Ground Plane Matters: Picking Up Ground Plane Prior in Monocular 3D Object Detection—0
Could Giant Pretrained Image Models Extract Universal Representations?—0
Plausibility Verification For 3D Object Detectors Using Energy-Based Optimization—0
Untargeted Backdoor Attack against Object DetectionCode1
tSF: Transformer-based Semantic Filter for Few-Shot LearningCode0
Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection—0
TSAA: A Two-Stage Anchor Assignment Method towards Anchor Drift in Crowded Object Detection—0
CircleSnake: Instance Segmentation with Circle RepresentationCode0
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition—0
OPA-3D: Occlusion-Aware Pixel-Wise Aggregation for Monocular 3D Object Detection—0
Spatial Reasoning for Few-Shot Object Detection—0
Semantic SuperPoint: A Deep Semantic DescriptorCode1
DEArt: Dataset of European Art—0
SAViT: Structure-Aware Vision Transformer Pruning via Collaborative OptimizationCode0
Rethinking Image Restoration for Object DetectionCode1
3DMODT: Attention-Guided Affinities for Joint Detection & Tracking in 3D Point Clouds—0
State-of-the-art Models for Object Detection in Various Fields of Application—0
Multi-Camera Calibration Free BEV Representation for 3D Object Detection—0
Tech Report: One-stage Lightweight Object Detectors—0
SL3D: Self-supervised-Self-labeled 3D RecognitionCode0
Time-rEversed diffusioN tEnsor Transformer: A new TENET of Few-Shot Object Detection—0
On-the-fly Object Detection using StyleGAN with CLIP Guidance—0
Foreign Object Debris Detection for Airport Pavement Images based on Self-supervised Localization and Vision TransformerCode1
Pair DETR: Contrastive Learning Speeds Up DETR Training—0
Boosting Monocular 3D Object Detection with Object-Centric Auxiliary Depth Supervision—0
iSmallNet: Densely Nested Network with Label Decoupling for Infrared Small Target Detection—0
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy—0
Benchmarking performance of object detection under image distortions in an uncontrolled environmentCode0
Towards Generalized Few-Shot Open-Set Object DetectionCode1
PSFormer: Point Transformer for 3D Salient Object Detection—0
Grafting Vision Transformers—0
Towards Improving Workers' Safety and Progress Monitoring of Construction Sites Through Construction Site Understanding—0
Deep Learning Object Detection Approaches to Signal Identification—0
A Generic Shared Attention Mechanism for Various Backbone Neural Networks—0
Domain Adaptive Object Detection for Autonomous Driving under Foggy WeatherCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
Li3DeTr: A LiDAR based 3D Detection Transformer—0
Joint Multi-Person Body Detection and Orientation Estimation via One Unified EmbeddingCode1
MSF3DDETR: Multi-Sensor Fusion 3D Detection Transformer for Autonomous Driving—0
Fast and Efficient Scene Categorization for Autonomous Driving using VAEs—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