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Object Detection

Papers

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Showing 8201–8250 of 10957 papers

TitleStatusHype
Semi-Supervised Object Detection with Sparsely Annotated Dataset—0
Unsupervised Image Classification for Deep Representation LearningCode0
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual RecognitionCode1
AutoOD: Automated Outlier Detection via Curiosity-guided Search and Self-imitation Learning—0
Center-based 3D Object Detection and TrackingCode2
Shop The Look: Building a Large Scale Visual Shopping System at Pinterest—0
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group SoftmaxCode1
Fine-Grained Stochastic Architecture SearchCode2
Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances—0
FrostNet: Towards Quantization-Aware Network Architecture SearchCode1
Self-Supervised Representation Learning for Visual Anomaly Detection—0
Semantic Curiosity for Active Visual Learning—0
Foreground-Background Imbalance Problem in Deep Object Detectors: A Review—0
Pixel Invisibility: Detecting Objects Invisible in Color Images—0
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes—0
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant WeightsCode1
Stream-51: Streaming Classification and Novelty Detection from VideosCode1
FCOS: A simple and strong anchor-free object detector—0
Hyper RPCA: Joint Maximum Correntropy Criterion and Laplacian Scale Mixture Modeling On-the-Fly for Moving Object Detection—0
GradAug: A New Regularization Method for Deep Neural NetworksCode1
Few-shot Object Detection on Remote Sensing Images—0
Working with scale: 2nd place solution to Product Detection in Densely Packed Scenes [Technical Report]Code1
HRDNet: High-resolution Detection Network for Small Objects—0
Explaining Local, Global, And Higher-Order Interactions In Deep LearningCode0
CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAsCode1
UniT: Unified Knowledge Transfer for Any-shot Object Detection and Segmentation—0
The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOpsCode0
Benchmarking Unsupervised Object Representations for Video SequencesCode1
Rethinking Pre-training and Self-trainingCode1
Learning a Unified Sample Weighting Network for Object DetectionCode1
Quasi-Dense Similarity Learning for Multiple Object TrackingCode1
Disentangled Non-Local Neural NetworksCode1
TensorFlow with user friendly Graphical Framework for object detection APICode1
What makes instance discrimination good for transfer learning?—0
VirTex: Learning Visual Representations from Textual AnnotationsCode1
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies—0
H3DNet: 3D Object Detection Using Hybrid Geometric PrimitivesCode1
Object Detection in the DCT Domain: is Luminance the Solution?Code1
MultiResolution Attention Extractor for Small Object Detection—0
Self-supervised Learning from a Multi-view PerspectiveCode1
TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training ModelCode1
An Embedded Deep Learning Object Detection Model For Traffic In Asian Countries—0
Off-the-shelf sensor vs. experimental radar -- How much resolution is necessary in automotive radar classification?—0
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images?—0
MVLidarNet: Real-Time Multi-Class Scene Understanding for Autonomous Driving Using Multiple Views—0
Deeply Shared Filter Bases for Parameter-Efficient Convolutional Neural Networks—0
Stereo RGB and Deeper LIDAR Based Network for 3D Object Detection—0
A Self-supervised Approach for Adversarial RobustnessCode1
Associate-3Ddet: Perceptual-to-Conceptual Association for 3D Point Cloud Object Detection—0
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object DetectionCode3
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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