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Object Detection

Papers

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Showing 6851–6900 of 10957 papers

TitleStatusHype
Cost-Aware Evaluation and Model Scaling for LiDAR-Based 3D Object Detection—0
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving—0
Dynamic Curriculum Learning for Great Ape Detection in the WildCode0
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining—0
Rotationally Equivariant 3D Object Detection—0
MMRotate: A Rotated Object Detection Benchmark using PyTorch—0
Representation Recycling for Streaming Video AnalysisCode0
BBBD: Bounding Box Based Detector for Occlusion Detection and Order Recovery—0
Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame—0
Prescriptive and Descriptive Approaches to Machine-Learning Transparency—0
AccMPEG: Optimizing Video Encoding for Video Analytics—0
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems—0
Where and What: Driver Attention-based Object DetectionCode0
Automated player identification and indexing using two-stage deep learning network—0
Combining Visual Saliency Methods and Sparse Keypoint Annotations to Providently Detect Vehicles at NightCode0
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training—0
Robust Dual-Graph Regularized Moving Object Detection—0
Single Object Tracking Research: A Survey—0
Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection—0
Lesion Localization in OCT by Semi-Supervised Object Detection—0
RealNet: Combining Optimized Object Detection with Information Fusion Depth Estimation Co-Design Method on IoTCode0
Few-Shot Object Detection with Proposal Balance Refinement—0
Pay "Attention" to Adverse Weather: Weather-aware Attention-based Object Detection—0
DFAM-DETR: Deformable feature based attention mechanism DETR on slender object detection—0
Real-time HOG+SVM based object detection using SoC FPGA for a UHD video stream—0
Sparsely-gated Mixture-of-Expert Layers for CNN Interpretability—0
iCAR: Bridging Image Classification and Image-text Alignment for Visual RecognitionCode0
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information—0
Future Object Detection with Spatiotemporal TransformersCode0
Understanding the Domain Gap in LiDAR Object Detection Networks—0
Weakly Aligned Feature Fusion for Multimodal Object Detection—0
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond—0
Weighted Bayesian Gaussian Mixture Model for Roadside LiDAR Object Detection—0
Residual Mixture of Experts—0
Sequential Point Clouds: A Survey—0
Assembly Planning from Observations under Physical Constraints—0
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles—0
Detect-and-describe: Joint learning framework for detection and description of objectsCode0
Shape-Aware Monocular 3D Object Detection—0
Image Data Augmentation for Deep Learning: A Survey—0
Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models—0
Global-and-Local Collaborative Learning for Co-Salient Object DetectionCode0
Proposal-free Lidar Panoptic Segmentation with Pillar-level Affinity—0
A Region-Based Deep Learning Approach to Automated Retail Checkout—0
Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives—0
TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos—0
A Pre-study on Data Processing Pipelines for Roadside Object Detection Systems Towards Safer Road Infrastructure—0
Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint—0
An Extendable, Efficient and Effective Transformer-based Object Detector—0
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object 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