SOTAVerified

Object Detection

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 9651–9700 of 10957 papers

TitleStatusHype
ShuffleDet: Real-Time Vehicle Detection Network in On-board Embedded UAV Imagery—0
YOLO-LITE: A Real-Time Object Detection Algorithm Optimized for Non-GPU ComputersCode0
Development of Real-time ADAS Object Detector for Deployment on CPU—0
LoANs: Weakly Supervised Object Detection with Localizer Assessor NetworksCode0
Gradient Harmonized Single-stage DetectorCode0
BAN: Focusing on Boundary Context for Object Detection—0
Detect or Track: Towards Cost-Effective Video Object Detection/Tracking—0
Iteratively Training Look-Up Tables for Network Quantization—0
M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid NetworkCode0
Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNNCode0
A Framework of Transfer Learning in Object Detection for Embedded SystemsCode0
RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement—0
DOD-CNN: Doubly-injecting Object Information for Event Recognition—0
Training Domain Specific Models for Energy-Efficient Object DetectionCode0
A Deep One-Shot Network for Query-based Logo RetrievalCode0
Geometry-Aware Recurrent Neural Networks for Active Visual Recognition—0
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scaleCode0
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose EstimationCode0
Compact Generalized Non-local NetworkCode1
Hybrid Knowledge Routed Modules for Large-scale Object DetectionCode0
Cross-Modal Attentional Context Learning for RGB-D Object Detection—0
DropBlock: A regularization method for convolutional networksCode0
Object Detection based on LIDAR Temporal Pulses using Spiking Neural Networks—0
TallyQA: Answering Complex Counting QuestionsCode0
Deep Affinity Network for Multiple Object TrackingCode0
Cross-Modal Distillation for RGB-Depth Person Re-Identification—0
Fast and accurate object detection in high resolution 4K and 8K video using GPUsCode0
MMLSpark: Unifying Machine Learning Ecosystems at Massive ScalesCode3
Sequential Context Encoding for Duplicate Removal—0
Towards Transparent Neural Network Acceleration—0
ScratchDet: Training Single-Shot Object Detectors from ScratchCode0
Salience Biased Loss for Object Detection in Aerial Images—0
KTAN: Knowledge Transfer Adversarial Network—0
A Robust Local Binary Similarity Pattern for Foreground Object Detection—0
Salient Object Detection in Video using Deep Non-Local Neural Networks—0
UnrealROX: An eXtremely Photorealistic Virtual Reality Environment for Robotics Simulations and Synthetic Data GenerationCode0
BshapeNet: Object Detection and Instance Segmentation with Bounding Shape Masks—0
Multi-Stage Reinforcement Learning For Object DetectionCode0
Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance—0
A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient—0
Comparison-Based Convolutional Neural Networks for Cervical Cell/Clumps Detection in the Limited Data ScenarioCode0
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments—0
DeepScores and Deep Watershed Detection: current state and open issuesCode0
Quantization for Rapid Deployment of Deep Neural Networks—0
Efficient architecture for deep neural networks with heterogeneous sensitivity—0
Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications—0
An evaluation metric for object detection algorithms in autonomous navigation systems and its application to a real-time alerting systemCode0
UOLO - automatic object detection and segmentation in biomedical images—0
Glioma Segmentation with Cascaded UnetCode0
Efficient Computation of Quantized Neural Networks by −1, +1 Encoding Decomposition—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