SOTAVerified

Face Detection

Face Detection is a computer vision task that involves automatically identifying and locating human faces within digital images or videos. It is a fundamental technology that underpins many applications such as face recognition, face tracking, and facial analysis.

( Image credit: insightface )

Papers

Showing 101150 of 536 papers

TitleStatusHype
Max-Margin Object DetectionCode0
Bringing Cartoons to Life: Towards Improved Cartoon Face Detection and Recognition SystemsCode0
Manga FaceNetCode0
Appearance-based gaze estimation enhanced with synthetic images using deep neural networksCode0
Block shuffling learning for Deepfake DetectionCode0
Convolutional Channel FeaturesCode0
Adversarial Occlusion-aware Face DetectionCode0
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUsCode0
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality FiltersCode0
Object Detection in 20 Years: A SurveyCode0
B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM PruningCode0
CYBORG: Blending Human Saliency Into the Loss Improves Deep LearningCode0
Robustness Disparities in Face DetectionCode0
S^3FD: Single Shot Scale-invariant Face DetectorCode0
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark DetectionCode0
Selective Refinement Network for High Performance Face DetectionCode0
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection MethodCode0
SFA: Small Faces Attention Face DetectorCode0
LAD-RCNN:A Powerful Tool for Livestock Face Detection and NormalizationCode0
Image Enhancement for Remote Photoplethysmography in a Low-Light EnvironmentCode0
DSFD: Dual Shot Face DetectorCode0
Deep Learning Framework to Detect Face Masks from Video FootageCode0
iExam: A Novel Online Exam Monitoring and Analysis System Based on Face Detection and RecognitionCode0
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender RecognitionCode0
DenseBox: Unifying Landmark Localization with End to End Object DetectionCode0
A Unified Multi-scale Deep Convolutional Neural Network for Fast Object DetectionCode0
Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a Docker ContainerCode0
Cartoon Face Recognition: A Benchmark DatasetCode0
Leveraging Content and Context Cues for Low-Light Image EnhancementCode0
Finding Tiny FacesCode0
From Facial Parts Responses to Face Detection: A Deep Learning ApproachCode0
FCHD: Fast and accurate head detection in crowded scenesCode0
FairDeFace: Evaluating the Fairness and Adversarial Robustness of Face Obfuscation MethodsCode0
Detecting Faces Using Region-based Fully Convolutional NetworksCode0
Face Detection with the Faster R-CNNCode0
Face Detection with End-to-End Integration of a ConvNet and a 3D ModelCode0
An All-In-One Convolutional Neural Network for Face AnalysisCode0
Detector-in-Detector: Multi-Level Analysis for Human-PartsCode0
Face-MagNet: Magnifying Feature Maps to Detect Small FacesCode0
EXTD: Extremely Tiny Face Detector via Iterative Filter ReuseCode0
Entropy-Driven Mixed-Precision Quantization for Deep Network DesignCode0
Face Attention Network: An Effective Face Detector for the Occluded FacesCode0
Descriptor: Face Detection Dataset for Programmable Threshold-Based Sparse-VisionCode0
EMface: Detecting Hard Faces by Exploring Receptive Field PyramindsCode0
Bayesian Adaptive Superpixel SegmentationCode0
FaceBoxes: A CPU Real-time Face Detector with High AccuracyCode0
LFFD: A Light and Fast Face Detector for Edge DevicesCode0
Bounding-box deep calibration for high performance face detectionCode0
Image-based Portrait EngravingCode0
Object Detection with Pixel Intensity Comparisons Organized in Decision TreesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Poly-NL(ResNet-50)AP0.93Unverified
2ASFD-D6AP0.93Unverified
3RetinaFace+Lpts+LpixelAP0.92Unverified
4AInnoFaceAP0.91Unverified
5DupNet-L+PACTAP0.91Unverified
6DSFDAP0.9Unverified
7+ DH + HIMAP0.9Unverified
8SRNAP0.9Unverified
9FDNetAP0.9Unverified
10PyramidBoxAP0.89Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.96Unverified
3Poly-NL(ResNet-50)AP0.96Unverified
4AInnoFaceAP0.96Unverified
5DSFDAP0.95Unverified
6YOLOv5x6AP0.95Unverified
7SCRFD-34GFAP0.95Unverified
8+ DH + HIMAP0.95Unverified
9YOLOv5l6AP0.95Unverified
10SRNAP0.95Unverified
#ModelMetricClaimedVerifiedStatus
1ASFD-D6AP0.97Unverified
2RetinaFace+Lpts+LpixelAP0.97Unverified
3YOLOv5x6AP0.97Unverified
4AInnoFaceAP0.97Unverified
5YOLOv5m6AP0.96Unverified
6Poly-NL(ResNet-50)AP0.96Unverified
7PyramidBoxAP0.96Unverified
8SCRFD-34GFAP0.96Unverified
9DSFD (RFB)AP0.96Unverified
10SRNAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAccuracy91.82Unverified
2DSFDAP0.99Unverified
3Face R-FCNAP0.99Unverified
4SRNAP0.99Unverified
5PyramidBoxAP0.99Unverified
6S3FDAP0.98Unverified
7LFFDAP0.97Unverified
8FaceBoxesAP0.96Unverified
9HyperFaceAP0.9Unverified
10DPMAP0.86Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP1Unverified
2HyperFace-ResNetAP0.99Unverified
3LRN + RSAAP0.99Unverified
4FaceBoxesAP0.99Unverified
5STNAP0.98Unverified
6DPMAP0.97Unverified
7Conv3DAP0.96Unverified
#ModelMetricClaimedVerifiedStatus
1SRNAP0.99Unverified
2S3FDAP0.98Unverified
3FaceBoxesAP0.96Unverified
4HyperFace-ResNetAP0.96Unverified
5STNAP0.94Unverified
6DPMAP0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Condensation-NetAverage Precision93.86Unverified
2MobileNetV1-0.25Average Top-1 Accuracy68.98Unverified
3IFQ-Tinier-YOLOGFLOPs0.11Unverified
#ModelMetricClaimedVerifiedStatus
1HPRNet (Hourglass-104)AP56.4Unverified
2HPRNet (DLA)AP55.8Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX Tiny)Average Precision77.4Unverified
2DASS-Detector (YOLOX XL)Average Precision77.4Unverified
#ModelMetricClaimedVerifiedStatus
1DASS-Detector (YOLOX XL)Average Precision90.01Unverified
2DASS-Detector (YOLOX Tiny)Average Precision87.75Unverified
#ModelMetricClaimedVerifiedStatus
1CASSODmIoU42.86Unverified