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
Addressing Bias in Face Detectors using Decentralised Data collection with incentives0
In Search of a Robust Facial Expressions Recognition Model: A Large-Scale Visual Cross-Corpus StudyCode1
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform0
The Value of AI Guidance in Human Examination of Synthetically-Generated Faces0
Modeling biological face recognition with deep convolutional neural networks0
Visual Heart Rate Estimation from RGB Facial Video using Spectral Reflectance0
The Importance of the Instantaneous Phase in Detecting Faces with Convolutional Neural Networks0
YOLO-FaceV2: A Scale and Occlusion Aware Face DetectorCode2
Low-complexity Approximate Convolutional Neural Networks0
LPYOLO: Low Precision YOLO for Face Detection on FPGACode1
An Efficient Method for Face Quality Assessment on the Edge0
Classifying emotions and engagement in online learning based on a single facial expression recognition neural networkCode0
Convolutional Neural Network Based Partial Face Detection0
iExam: A Novel Online Exam Monitoring and Analysis System Based on Face Detection and RecognitionCode0
Guiding Visual Attention in Deep Convolutional Neural Networks Based on Human Eye Movements0
0/1 Deep Neural Networks via Block Coordinate Descent0
Efficiency Comparison of AI classification algorithms for Image Detection and Recognition in Real-time0
Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency0
Analysis of face detection, face landmarking, and face recognition performance with masked face images0
Research on Smoking Behavior Detection System Based on Deep Learning0
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel’s Weekly Video PodcastsCode1
Merkel Podcast Corpus: A Multimodal Dataset Compiled from 16 Years of Angela Merkel's Weekly Video PodcastsCode1
A model aggregation approach for high-dimensional large-scale optimization0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces0
Face Detection on Mobile: Five Implementations and Analysis0
Toward Fast, Flexible, and Robust Low-Light Image EnhancementCode2
Epistemic Uncertainty-Weighted Loss for Visual Bias Mitigation0
De-biasing facial detection system using VAE0
Practical Digital Disguises: Leveraging Face Swaps to Protect Patient Privacy0
EResFD: Rediscovery of the Effectiveness of Standard Convolution for Lightweight Face DetectionCode1
Robust Neonatal Face Detection in Real-world Clinical SettingsCode0
Using Active Speaker Faces for Diarization in TV shows0
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask DetectionCode1
Privacy-preserving Online AutoML for Domain-Specific Face Detection0
LFW-Beautified: A Dataset of Face Images with Beautification and Augmented Reality FiltersCode0
An Audio-Visual Attention Based Multimodal Network for Fake Talking Face Videos Detection0
GAN-generated Faces Detection: A Survey and New Perspectives0
Fun Selfie Filters in Face Recognition: Impact Assessment and Removal0
Block shuffling learning for Deepfake DetectionCode0
ASFD: Automatic and Scalable Face Detector0
Are Commercial Face Detection Models as Biased as Academic Models?0
Face Detection in Extreme Conditions: A Machine-learning Approach0
Thermal Face Detection for High-Speed AI ThermometerCode1
Development of a face mask detection pipeline for mask-wearing monitoring in the era of the COVID-19 pandemic: A modular approach0
An Empirical Study of Adder Neural Networks for Object Detection0
Person Detection in Collaborative Group Learning Environments Using Multiple Representations0
Rapid Face Mask Detection and Person Identification Model based on Deep Neural Networks0
Cinderella's shoe won't fit Soundarya: An audit of facial processing tools on Indian faces0
Graph-based Generative Face Anonymisation with Pose PreservationCode1
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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