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Object Detection

Papers

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Showing 1871–1880 of 10957 papers

TitleStatusHype
Resource Efficient Perception for Vision SystemsCode0
Differentiable Model Scaling using Differentiable TopkCode1
Replication Study and Benchmarking of Real-Time Object Detection ModelsCode0
Synchronized Object Detection for Autonomous Sorting, Mapping, and Quantification of Materials in Circular HealthcareCode0
Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems—0
Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation—0
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNsCode2
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models?—0
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs—0
Common Corruptions for Enhancing and Evaluating Robustness in Air-to-Air Visual 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