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Object Detection

Papers

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Showing 3801–3850 of 10957 papers

TitleStatusHype
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
Leveraging Multi-view Data for Improved Detection Performance: An Industrial Use Case—0
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey—0
RadarFormer: Lightweight and Accurate Real-Time Radar Object Detection ModelCode1
SDVRF: Sparse-to-Dense Voxel Region Fusion for Multi-modal 3D Object Detection—0
DETRs Beat YOLOs on Real-time Object DetectionCode8
A Survey on Few-Shot Class-Incremental Learning—0
Vehicle Safety Management System—0
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads—0
The Art of Camouflage: Few-Shot Learning for Animal Detection and SegmentationCode0
Align-DETR: Enhancing End-to-end Object Detection with Aligned LossCode1
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective—0
Directly Optimizing IoU for Bounding Box Localization—0
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection—0
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5—0
PALF: Pre-Annotation and Camera-LiDAR Late Fusion for the Easy Annotation of Point Clouds—0
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8—0
Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation—0
Boosting Convolutional Neural Networks with Middle Spectrum Grouped ConvolutionCode1
SpectFormer: Frequency and Attention is what you need in a Vision Transformer—0
ODAM: Gradient-based instance-specific visual explanations for object detectionCode0
RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionCode1
Learning Accurate Performance Predictors for Ultrafast Automated Model CompressionCode0
Gamifying Math Education using Object Detection—0
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling—0
DynamicDet: A Unified Dynamic Architecture for Object DetectionCode1
Overload: Latency Attacks on Object Detection for Edge Devices—0
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection—0
MOST: Multiple Object localization with Self-supervised Transformers for object discovery—0
The MONET dataset: Multimodal drone thermal dataset recorded in rural scenariosCode1
CamDiff: Camouflage Image Augmentation via Diffusion ModelCode1
Efficiently Collecting Training Dataset for 2D Object Detection by Online Visual Feedback—0
A Billion-scale Foundation Model for Remote Sensing Images—0
PlantDet: A benchmark for Plant Detection in the Three-Rivers-Source Region—0
Fracture Detection in Pediatric Wrist Trauma X-ray Images Using YOLOv8 AlgorithmCode1
Deep-learning Assisted Detection and Quantification of (oo)cysts of Giardia and Cryptosporidium on Smartphone Microscopy ImagesCode0
CrowdSim2: an Open Synthetic Benchmark for Object Detectors—0
A Comprehensive Study on Object Detection Techniques in Unconstrained Environments—0
StageInteractor: Query-based Object Detector with Cross-stage InteractionCode0
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual RecognitionCode2
Human Motion Detection Based on Dual-Graph and Weighted Nuclear Norm Regularizations—0
Are Visual Recognition Models Robust to Image Compression?—0
Can SAM Segment Anything? When SAM Meets Camouflaged Object DetectionCode1
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ CamerasCode1
DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment—0
Use the Detection Transformer as a Data AugmenterCode0
Defense-Prefix for Preventing Typographic Attacks on CLIPCode0
Head-tail Loss: A simple function for Oriented Object Detection and Anchor-free models—0
SOOD: Towards Semi-Supervised Oriented Object DetectionCode1
BEVStereo++: Accurate Depth Estimation in Multi-view 3D Object Detection via Dynamic Temporal Stereo—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