Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 576–600 of 10957 papers

Title	Date	Tasks	Status	Hype
Tracking Objects as Points	Apr 2, 2020	Multi-Object TrackingMultiple Object Tracking	CodeCode Available	2
Binary Neural Networks: A Survey	Mar 31, 2020	Binarizationimage-classification	CodeCode Available	2
SOLOv2: Dynamic and Fast Instance Segmentation	Mar 23, 2020	Instance Segmentationobject-detection	CodeCode Available	2
Detection in Crowded Scenes: One Proposal, Multiple Predictions	Mar 20, 2020	Object DetectionPedestrian Detection	CodeCode Available	2
Frustratingly Simple Few-Shot Object Detection	Mar 16, 2020	Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection	CodeCode Available	2
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited	Mar 12, 2020	ClassificationGeneral Classification	CodeCode Available	2
Detection and Tracking Meet Drones Challenge	Jan 16, 2020	Multi-Object TrackingObject	CodeCode Available	2
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression	Nov 19, 2019	object-detectionObject Detection	CodeCode Available	2
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks	Oct 8, 2019	Dimensionality Reductionimage-classification	CodeCode Available	2
RandAugment: Practical automated data augmentation with a reduced search space	Sep 30, 2019	Data AugmentationDomain Generalization	CodeCode Available	2
Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy	Aug 9, 2019	3D Object Detectionobject-detection	CodeCode Available	2
Stand-Alone Self-Attention in Vision Models	Jun 13, 2019	object-detectionObject Detection	CodeCode Available	2
GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond	Apr 25, 2019	Instance SegmentationObject Detection	CodeCode Available	2
Objects as Points	Apr 16, 2019	3D Object DetectionKeypoint Detection	CodeCode Available	2
nuScenes: A multimodal dataset for autonomous driving	Mar 26, 2019	3D Object DetectionAutonomous Driving	CodeCode Available	2
Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning	Jan 7, 2019	image-classificationImage Classification	CodeCode Available	2
Scale-Aware Trident Networks for Object Detection	Jan 7, 2019	Objectobject-detection	CodeCode Available	2
PointPillars: Fast Encoders for Object Detection from Point Clouds	Dec 14, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2
SECOND: Sparsely Embedded Convolutional Detection	Oct 6, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2
SNIPER: Efficient Multi-Scale Training	May 23, 2018	GPUimage-classification	CodeCode Available	2
Complex-YOLO: Real-time 3D Object Detection on Point Clouds	Mar 16, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2
ChainerCV: a Library for Deep Learning in Computer Vision	Aug 28, 2017	Deep Learningobject-detection	CodeCode Available	2
Random Erasing Data Augmentation	Aug 16, 2017	Data AugmentationGeneral Classification	CodeCode Available	2
Focal Loss for Dense Object Detection	Aug 7, 2017	2D Object DetectionDense Object Detection	CodeCode Available	2
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era	Jul 10, 2017	Deep Learningimage-classification	CodeCode Available	2

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All datasets COCO test-dev COCO minival COCO-O COCO 2017 val PASCAL VOC 2007 COCO 2017 CrowdHuman (full body)CPPE-5 LVIS v1.0 val Manga109-s 15test PKU-DDD17-Car Waymo 2D detection all_ns f0val

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Co-DETR	box mAP	66	—	Unverified
2	InternImage-H (M3I Pre-training)	box mAP	65.5	—	Unverified
3	M3I Pre-training (InternImage-H)	box mAP	65.4	—	Unverified
4	MoCaE	box mAP	65.1	—	Unverified
5	Co-DETR (Swin-L)	box mAP	64.8	—	Unverified
6	Focal-Stable-DINO (Focal-Huge, no TTA)	box mAP	64.8	—	Unverified
7	EVA	box mAP	64.7	—	Unverified
8	Group DETR v2	box mAP	64.5	—	Unverified
9	FocalNet-H (DINO)	box mAP	64.4	—	Unverified
10	InternImage-XL	box mAP	64.3	—	Unverified