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Object Detection

Papers

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Showing 7901–7925 of 10957 papers

TitleStatusHype
Anchor Pruning for Object DetectionCode0
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles—0
A Novel Deep ML Architecture by Integrating Visual Simultaneous Localization and Mapping (vSLAM) into Mask R-CNN for Real-time Surgical Video Analysis—0
DA-DETR: Domain Adaptive Detection Transformer with Information Fusion—0
Fixing the Teacher-Student Knowledge Discrepancy in Distillation—0
Exploiting Invariance in Training Deep Neural NetworksCode0
Class-Aware Robust Adversarial Training for Object Detection—0
3D-MAN: 3D Multi-frame Attention Network for Object Detection—0
Improving robustness against common corruptions with frequency biased models—0
DAP: Detection-Aware Pre-training with Weak SupervisionCode0
Monitoring Object Detection Abnormalities via Data-Label and Post-Algorithm Abstractions—0
Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection—0
COVID-19 personal protective equipment detection using real-time deep learning methodsCode0
When Few-Shot Learning Meets Video Object Detection—0
Exploiting Playbacks in Unsupervised Domain Adaptation for 3D Object Detection—0
Few-shot Weakly-Supervised Object Detection via Directional Statistics—0
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection—0
USB: Universal-Scale Object Detection Benchmark—0
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark—0
Gaussian Guided IoU: A Better Metric for Balanced Learning on Object Detection—0
FakeMix Augmentation Improves Transparent Object DetectionCode0
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types—0
X-view: Non-egocentric Multi-View 3D Object Detector—0
TagMe: GPS-Assisted Automatic Object Annotation in Videos—0
Resonant Scanning Design and Control for Fast Spatial SamplingCode0
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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