Object Detection

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 551–600 of 10957 papers

Title	Date	Tasks	Status	Hype
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery	Sep 18, 2021	Change DetectionDecoder	CodeCode Available	2
2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object Detection	Jun 16, 2021	2D Object DetectionAutonomous Driving	CodeCode Available	2
2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection	Jun 16, 2021	2D Object DetectionAutonomous Driving	CodeCode Available	2
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations	Jun 10, 2021	Instance Segmentationobject-detection	CodeCode Available	2
ICDAR 2021 Competition on Scientific Literature Parsing	Jun 8, 2021	document understandingobject-detection	CodeCode Available	2
YOLO5Face: Why Reinventing a Face Detector	May 27, 2021	Face Detectionobject-detection	CodeCode Available	2
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks	May 5, 2021	image-classificationImage Classification	CodeCode Available	2
Multi-Modal Fusion Transformer for End-to-End Autonomous Driving	Apr 19, 2021	Autonomous Driving	CodeCode Available	2
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	Mar 25, 2021	image-classificationImage Classification	CodeCode Available	2
Coordinate Attention for Efficient Mobile Network Design	Mar 4, 2021	object-detectionObject Detection	CodeCode Available	2
LambdaNetworks: Modeling Long-Range Interactions Without Attention	Feb 17, 2021	image-classificationImage Classification	CodeCode Available	2
Scale Normalized Image Pyramids with AutoFocus for Object Detection	Feb 10, 2021	Objectobject-detection	CodeCode Available	2
Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details	Feb 1, 2021	Benchmarkingobject-detection	CodeCode Available	2
Bottleneck Transformers for Visual Recognition	Jan 27, 2021	image-classificationImage Classification	CodeCode Available	2
BirdNET: A deep learning solution for avian diversity monitoring	Jan 27, 2021	Data AugmentationDeep Learning	CodeCode Available	2
Simplifying Object Segmentation with PixelLib Library	Jan 20, 2021	Image ClassificationInstance Segmentation	CodeCode Available	2
VinVL: Revisiting Visual Representations in Vision-Language Models	Jan 2, 2021	Image CaptioningImage-text matching	CodeCode Available	2
Global Context Networks	Dec 24, 2020	Instance SegmentationObject Detection	CodeCode Available	2
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations	Dec 18, 2020	3D Object Detection3D Object Tracking	CodeCode Available	2
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals	Nov 25, 2020	2D Object DetectionObject	CodeCode Available	2
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution	Jul 31, 2020	3D Object Detection3D Semantic Segmentation	CodeCode Available	2
Generative Sparse Detection Networks for 3D Single-shot Object Detection	Jun 22, 2020	3D Object DetectionDecoder	CodeCode Available	2
Center-based 3D Object Detection and Tracking	Jun 19, 2020	3D Multi-Object Tracking3D Object Detection	CodeCode Available	2
Fine-Grained Stochastic Architecture Search	Jun 17, 2020	Neural Architecture Searchobject-detection	CodeCode Available	2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution	Jun 3, 2020	Instance SegmentationObject	CodeCode Available	2
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

Show:10 25 50

← PrevPage 12 of 220Next →

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