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Object Detection

Papers

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Showing 7901–7950 of 10957 papers

TitleStatusHype
Two-phase weakly supervised object detection with pseudo ground truth mining—0
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
Resonant Scanning Design and Control for Fast Spatial SamplingCode0
X-view: Non-egocentric Multi-View 3D Object Detector—0
TagMe: GPS-Assisted Automatic Object Annotation in Videos—0
Salient Image Matting—0
Incrementally Zero-Shot Detection by an Extreme Value Analyzer—0
Global Correlation Network: End-to-End Joint Multi-Object Detection and Tracking—0
Temporal Feature Networks for CNN based Object Detection—0
Efficient sign language recognition system and dataset creation method based on deep learning and image processing—0
n-hot: Efficient bit-level sparsity for powers-of-two neural network quantization—0
TICaM: A Time-of-flight In-car Cabin Monitoring Dataset—0
Fixes That Fail: Self-Defeating Improvements in Machine-Learning SystemsCode0
Artificial intelligence for detection and quantification of rust and leaf miner in coffee cropCode0
Stereo CenterNet based 3D Object Detection for Autonomous Driving—0
Feedback from Pixels: Output Regulation via Learning-Based Scene View SynthesisCode0
Carton dataset synthesis method for domain shift based on foreground texture decoupling and replacementCode0
TDIOT: Target-driven Inference for Deep Video Object TrackingCode0
A first step towards automated species recognition from camera trap images of mammals using AI in a European temperate forest—0
Revisiting the Loss Weight Adjustment in Object DetectionCode0
Adversarial YOLO: Defense Human Detection Patch Attacks via Detecting Adversarial Patches—0
Modulating Localization and Classification for Harmonized Object Detection—0
Graph-Based Multiobject Tracking with Embedded Particle Flow—0
3D-FFS: Faster 3D object detection with Focused Frustum Search in sensor fusion based networks—0
Geometric Change Detection in Digital Twins using 3D Machine Learning—0
Potential Escalator-related Injury Identification and Prevention Based on Multi-module Integrated System for Public Health—0
Advanced Multiple Linear Regression Based Dark Channel Prior Applied on Dehazing Image and Generating Synthetic Haze—0
Learnable Companding Quantization for Accurate Low-bit Neural Networks—0
Privacy-preserving Object Detection—0
Automatic Social Distance Estimation From Images: Performance Evaluation, Test Benchmark, and AlgorithmCode0
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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