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Object Detection

Papers

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Showing 5651–5700 of 10957 papers

TitleStatusHype
OCBEV: Object-Centric BEV Transformer for Multi-View 3D Object Detection—0
Group channel pruning and spatial attention distilling for object detection—0
Edge-guided Representation Learning for Underwater Object Detection—0
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception—0
Doubly Robust Self-TrainingCode0
Hiera: A Hierarchical Vision Transformer without the Bells-and-WhistlesCode0
Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits—0
LOWA: Localize Objects in the Wild with Attributes—0
Cross-Domain Car Detection Model with Integrated Convolutional Block Attention Mechanism—0
Table Detection for Visually Rich Document ImagesCode0
Sit Back and Relax: Learning to Drive Incrementally in All Weather ConditionsCode0
VVC Extension Scheme for Object Detection Using Contrast Reduction—0
Fashion Object Detection for Tops & Bottoms—0
VCVW-3D: A Virtual Construction Vehicles and Workers Dataset with 3D AnnotationsCode0
View-to-Label: Multi-View Consistency for Self-Supervised 3D Object Detection—0
Monocular 2D Camera-based Proximity Monitoring for Human-Machine Collision Warning on Construction SitesCode0
Hierarchical Neural Memory Network for Low Latency Event ProcessingCode0
Generating Driving Scenes with Diffusion—0
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining—0
Real-time Object Detection: YOLOv1 Re-Implementation in PyTorch—0
Modularized Zero-shot VQA with Pre-trained ModelsCode0
On the Importance of Backbone to the Adversarial Robustness of Object DetectorsCode0
Learning from Children: Improving Image-Caption Pretraining via CurriculumCode0
MLOps: A Step Forward to Enterprise Machine Learning—0
Rate-Distortion Theory in Coding for Machines and its Application—0
Linear Object Detection in Document Images using Multiple Object Tracking—0
DeepSeaNet: Improving Underwater Object Detection using EfficientDet—0
FSD: Fully-Specialized Detector via Neural Architecture Search—0
Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos—0
RC-BEVFusion: A Plug-In Module for Radar-Camera Bird's Eye View Feature Fusion—0
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification—0
Towards Large-scale Single-shot Millimeter-wave Imaging for Low-cost Security Inspection—0
Leveraging object detection for the identification of lung cancer—0
Investigation of UAV Detection in Images with Complex Backgrounds and Rainy ArtifactsCode0
Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving—0
Improved Multi-Scale Grid Rendering of Point Clouds for Radar Object Detection Networks—0
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance—0
Computer Vision for Construction Progress Monitoring: A Real-Time Object Detection Approach—0
Semi-Supervised and Long-Tailed Object Detection with CascadeMatchCode0
Task-aware Distributed Source Coding under Dynamic BandwidthCode0
Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection modelsCode0
DynStatF: An Efficient Feature Fusion Strategy for LiDAR 3D Object Detection—0
Dual Path Transformer with Partition Attention—0
Streaming Object Detection on Fisheye Cameras for Automatic Parking—0
RCFusion: Fusing 4-D Radar and Camera With Bird’s-Eye View Features for 3-D Object Detection—0
Weakly-Supervised Learning of Visual Relations in Multimodal PretrainingCode0
Impact of Light and Shadow on Robustness of Deep Neural Networks—0
Online Open-set Semi-supervised Object Detection with Dual Competing Head—0
A Study on Deep CNN Structures for Defect Detection From Laser Ultrasonic Visualization Testing Images—0
FEDORA: Flying Event Dataset fOr Reactive behAvior—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