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Object Detection

Papers

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Showing 9251–9300 of 10957 papers

TitleStatusHype
Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms—0
Object as Distribution—0
Simultaneous multi-view instance detection with learned geometric soft-constraints—0
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV ApplicationsCode0
Towards Adversarially Robust Object Detection—0
Warp and Learn: Novel Views Generation for Vehicles and Other ObjectsCode0
Multi-adversarial Faster-RCNN for Unrestricted Object DetectionCode0
DR Loss: Improving Object Detection by Distributional RankingCode0
Compact Global Descriptor for Neural NetworksCode0
Cap2Det: Learning to Amplify Weak Caption Supervision for Object DetectionCode0
An Efficient Target Detection and Recognition Method in Aerial Remote-sensing Images Based on Multiangle Regions-of-Interest—0
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding BoxesCode0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM—0
mart mobile application to recognize tomato leaf diseases using Convolutional Neural Networks—0
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques—0
STD: Sparse-to-Dense 3D Object Detector for Point Cloud—0
Human Extraction and Scene Transition utilizing Mask R-CNN—0
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to NightCode0
Slot Based Image Augmentation System for Object Detection—0
Self-supervised Training of Proposal-based Segmentation via Background Prediction—0
Deep Perceptual Compression—0
OGNet: Salient Object Detection with Output-guided Attention Module—0
An AI-Augmented Lesion Detection Framework For Liver Metastases With Model Interpretability—0
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is ComingCode0
Machine learning approach of automatic identification and counting of blood cellsCode0
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN—0
Truck Traffic Monitoring with Satellite Images—0
Deep inspection: an electrical distribution pole parts study via deep neural networks—0
How much real data do we actually need: Analyzing object detection performance using synthetic and real data—0
Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees—0
Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection—0
Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving—0
Improving 3D Object Detection for Pedestrians with Virtual Multi-View Synthesis Orientation Estimation—0
Sequence Level Semantics Aggregation for Video Object DetectionCode0
Understanding Deep Learning Techniques for Image Segmentation—0
ALFA: Agglomerative Late Fusion Algorithm for Object DetectionCode0
A Survey of Deep Learning-based Object Detection—0
Object Detection in Video with Spatial-temporal Context Aggregation—0
Preferences Prediction using a Gallery of Mobile Device based on Scene Recognition and Object DetectionCode0
Lidar-based Object Classification with Explicit Occlusion Modeling—0
Improving Deep Lesion Detection Using 3D Contextual and Spatial AttentionCode0
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale BoosterCode0
A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data—0
Point-Voxel CNN for Efficient 3D Deep LearningCode0
A unified neural network for object detection, multiple object tracking and vehicle re-identification—0
Introduction to Camera Pose Estimation with Deep Learning—0
Dynamic-SLAM: Semantic monocular visual localization and mapping based on deep learning in dynamic environmentCode0
Obj-GloVe: Scene-Based Contextual Object Embedding—0
Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos—0
Learning Objectness from Sonar Images for Class-Independent 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