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Object Detection

Papers

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Showing 6551–6600 of 10957 papers

TitleStatusHype
YOLOP: You Only Look Once for Panoptic Driving PerceptionCode1
GlassNet: Label Decoupling-based Three-stream Neural Network for Robust Image Glass Detection—0
Small Object Detection Based on Modified FSSD and Model Compression—0
Improving Object Detection by Label Assignment DistillationCode1
Reconcile Prediction Consistency for Balanced Object Detection—0
Pseudo-Label Generation-Evaluation Framework For Cross Domain Weakly Supervised Object Detection—0
Exploring Simple 3D Multi-Object Tracking for Autonomous DrivingCode1
ODAM: Object Detection, Association, and Mapping using Posed RGB VideoCode1
Deep neural networks approach to microbial colony detection -- a comparative analysis—0
Improving 3D Object Detection with Channel-wise TransformerCode1
Image coding for machines: an end-to-end learned approach—0
Multi-scale Edge-based U-shape Network for Salient Object DetectionCode1
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?Code1
SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function—0
Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training—0
Exploring Data Aggregation and Transformations to Generalize across Visual DomainsCode1
Region-level Active Detector Learning—0
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object DetectionCode1
A Deep Learning Based Automatic Defect Analysis Framework for In-situ TEM Ion IrradiationsCode0
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimensCode0
Unbiased IoU for Spherical Image Object Detection—0
Few-Shot Batch Incremental Road Object Detection via Detector Fusion—0
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images—0
STN PLAD: A Dataset for Multi-Size Power Line Assets Detection in High-Resolution UAV ImagesCode1
Specificity-preserving RGB-D Saliency DetectionCode1
An Attention Module for Convolutional Neural Networks—0
Deployment of Deep Neural Networks for Object Detection on Edge AI Devices with Runtime Optimization—0
Practical X-ray Gastric Cancer Diagnostic Support Using Refined Stochastic Data Augmentation and Hard Boundary Box TrainingCode0
Exploring Classification Equilibrium in Long-Tailed Object DetectionCode1
CaT: Weakly Supervised Object Detection with Category TransferCode0
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-NetCode0
VisBuddy -- A Smart Wearable Assistant for the Visually Challenged—0
G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature Imitation—0
Contextual Convolutional Neural NetworksCode1
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object DetectionCode1
TOOD: Task-aligned One-stage Object DetectionCode1
PnP-3D: A Plug-and-Play for 3D Point CloudsCode1
Towards unconstrained joint hand-object reconstruction from RGB videosCode1
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded DevicesCode0
PIT: Position-Invariant Transform for Cross-FoV Domain AdaptationCode1
Semi-supervised 3D Object Detection via Adaptive Pseudo-Labeling—0
SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation—0
ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection—0
Learning Open-World Object Proposals without Learning to ClassifyCode1
Vector-Decomposed Disentanglement for Domain-Invariant Object DetectionCode1
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles—0
Cross-Modal Graph with Meta Concepts for Video CaptioningCode0
Cascade and Fusion: A Deep Learning Approach for Camouflaged Object Sensing—0
Conditional DETR for Fast Training ConvergenceCode1
CNN-based Two-Stage Parking Slot Detection Using Region-Specific Multi-Scale Feature Extraction—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