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Object Detection

Papers

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Showing 9851–9900 of 10957 papers

TitleStatusHype
SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network—0
Smoothed Dilated Convolutions for Improved Dense PredictionCode0
Real-time Pedestrian Detection Approach with an Efficient Data Communication Bandwidth Strategy—0
Exploring the Applications of Faster R-CNN and Single-Shot Multi-box Detection in a Smart Nursery Domain—0
Label and Sample: Efficient Training of Vehicle Object Detector from Sparsely Labeled Data—0
Deep Feature Pyramid Reconfiguration for Object Detection—0
A Survey of Modern Object Detection Literature using Deep Learning—0
Multidomain Document Layout Understanding using Few Shot Object Detection—0
Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic ImageryCode0
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization—0
Probabilistic Model of Object Detection Based on Convolutional Neural Network—0
Network Decoupling: From Regular to Depthwise Separable ConvolutionsCode0
Fast and Accurate, Convolutional Neural Network Based Approach for Object Detection from UAV—0
DNN Feature Map Compression using Learned Representation over GF(2)Code0
CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video StreamsCode0
SAN: Learning Relationship between Convolutional Features for Multi-Scale Object Detection—0
Unsupervised learning of foreground object detection—0
Unsupervised Hard Example Mining from Videos for Improved Object Detection—0
Visual Sensor Network Reconfiguration with Deep Reinforcement Learning—0
Fast Convergence for Object Detection by Learning how to Combine Error Functions—0
Object Detection in Satellite Imagery using 2-Step Convolutional Neural Networks—0
The Elephant in the RoomCode0
Dynamic Temporal Pyramid Network: A Closer Look at Multi-Scale Modeling for Activity Detection—0
Efficient Fusion of Sparse and Complementary Convolutions—0
Holistic 3D Scene Parsing and Reconstruction from a Single RGB ImageCode0
Traits & Transferability of Adversarial Examples against Instance Segmentation & Object Detection—0
Online Illumination Invariant Moving Object Detection by Generative Neural Network—0
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation—0
Using Deep Learning to Identify Utility Poles with Crossarms and Estimate Their Locations from Google Street View Images—0
Tiny-DSOD: Lightweight Object Detection for Resource-Restricted UsagesCode0
Semi-convolutional Operators for Instance Segmentation—0
Deep Learning Methods and Applications for Region of Interest Detection in Dermoscopic Images—0
Reverse Attention for Salient Object DetectionCode0
Toward Scale-Invariance and Position-Sensitive Region Proposal Networks—0
Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation—0
Visual Mesh: Real-time Object Detection Using Constant Sample DensityCode0
Physical Adversarial Examples for Object Detectors—0
In pixels we trust: From Pixel Labeling to Object Localization and Scene Categorization—0
Deep Adaptive Proposal Network for Object Detection in Optical Remote Sensing Images—0
Modeling Visual Context is Key to Augmenting Object Detection DatasetsCode0
Robust Deep Multi-modal Learning Based on Gated Information Fusion Network—0
CBAM: Convolutional Block Attention ModuleCode0
PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point CloudCode0
Assessing fish abundance from underwater video using deep neural networks—0
Applying Domain Randomization to Synthetic Data for Object Category DetectionCode0
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation—0
Uncertainty and Interpretability in Convolutional Neural Networks for Semantic Segmentation of Colorectal Polyps—0
Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors—0
Object Detection with Deep Learning: A Review—0
Optical Flow Based Real-time Moving Object Detection in Unconstrained Scenes—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