Face Detection | Papers With Code

Face detection is the task of detecting faces in a photo or video (and distinguishing them from other objects). ( Image credit: insightface ). Benchmarks. Add a ... SubscribetothePwCNewsletter × StayinformedonthelatesttrendingMLpaperswithcode,researchdevelopments,libraries,methods,anddatasets. Readpreviousissues Subscribe Jointhecommunity × Youneedtologintoedit. Youcancreateanewaccountifyoudon'thaveone. Or,discussachangeonSlack. Edittask × Taskname:* Top-levelarea:* --------- Adversarial Audio ComputerCode ComputerVision Graphs KnowledgeBase Medical Methodology Miscellaneous Music NaturalLanguageProcessing PlayingGames Reasoning Robots Speech TimeSeries Parenttask(ifany): --------- FacialRecognitionandModelling Descriptionwithmarkdown(optional): Facedetectionisthetaskofdetectingfacesinaphotoorvideo(anddistinguishingthemfromotherobjects). (Imagecredit:[insightface](https://github.com/deepinsight/insightface)) Image Currently:tasks/face-detection_sAu5oiS.jpg Clear Change: Submit Addanew evaluationresultrow × Papertitle:* --------- Dataset:* --------- Modelname:* Metricname:* --------- Higherisbetter(forthemetric) Metricvalue:* Usesextratrainingdata Dataevaluatedon Submit ComputerVision   Edit FaceDetection 103paperswithcode• 7benchmarks •37datasets Facedetectionisthetaskofdetectingfacesinaphotoorvideo(anddistinguishingthemfromotherobjects). (Imagecredit:insightface) Benchmarks AddaResult TheseleaderboardsareusedtotrackprogressinFaceDetection Trend Dataset BestModel Paper Code Compare WIDERFace(Hard) +Poly-NL See all WIDERFace(Medium) +Poly-NL See all FDDB DSFD See all WIDERFace(Easy) AInnoFace See all AnnotatedFacesintheWild SRN See all PASCALFace SRN See all COCO-WholeBody HPRNet(Hourglass-104) See all Libraries UsetheselibrariestofindFaceDetectionmodelsandimplementations serengil/deepface 3papers 4,195 deepinsight/insightface 2papers 12,246 PaddlePaddle/PaddleDetection 2papers 8,123 serengil/retinaface 2papers 356 See all5 libraries. serengil/deepface 3papers 4,195 deepinsight/insightface 2papers 12,246 PaddlePaddle/PaddleDetection 2papers 8,123 serengil/retinaface 2papers 356 gouthamvgk/facemesh_coreml_tf 2papers 56 Collapse5 libraries. Datasets WIDERFACE FDDB AFW UMDFaces PASCALFace MALF WIDER UFDD RMFD MaskedFace-Net Seeall37facedetectiondatasets Subtasks OccludedFaceDetection Mostimplementedpapers Mostimplemented Social Latest Nocode RetinaFace:Single-stageDenseFaceLocalisationintheWild deepinsight/insightface • • 2May2019 FaceAnalysisProjectonMXNet 63 Paper Code JointFaceDetectionandAlignmentusingMulti-taskCascadedConvolutionalNetworks serengil/deepface • • 11Apr2016 Facedetectionandalignmentinunconstrainedenvironmentarechallengingduetovariousposes,illuminationsandocclusions. 42 Paper Code FindingTinyFaces peiyunh/tiny • • CVPR2017 Weexplorethreeaspectsoftheprobleminthecontextoffindingsmallfaces:theroleofscaleinvariance,imageresolution,andcontextualreasoning. 20 Paper Code Real-timeConvolutionalNeuralNetworksforEmotionandGenderClassification oarriaga/face_classification • • 20Oct2017 Inthispaperweproposeanimplementageneralconvolutionalneuralnetwork(CNN)buildingframeworkfordesigningreal-timeCNNs. 16 Paper Code LFFD:ALightandFastFaceDetectorforEdgeDevices YonghaoHe/A-Light-and-Fast-Face-Detector-for-Edge-Devices • • 24Apr2019 Underthenewschema,theproposedmethodcanachievesuperioraccuracy(WIDERFACEVal/Test--Easy:0.910/0.896,Medium:0.881/0.865,Hard:0.780/0.770;FDDB--discontinuous:0.973,continuous:0.724). 15 Paper Code BlazeFace:Sub-millisecondNeuralFaceDetectiononMobileGPUs PaddlePaddle/PaddleDetection • • 11Jul2019 WepresentBlazeFace,alightweightandwell-performingfacedetectortailoredformobileGPUinference. 9 Paper Code ObjectDetectionwithPixelIntensityComparisonsOrganizedinDecisionTrees nenadmarkus/pico • 20May2013 Wedescribeamethodforvisualobjectdetectionbasedonanensembleofoptimizeddecisiontreesorganizedinacascadeofrejectors. 8 Paper Code Canwestillavoidautomaticfacedetection? cydonia999/Tiny_Faces_in_Tensorflow • • 14Feb2016 Inthissetting,isitstillpossibleforprivacy-conscientioususerstoavoidautomaticfacedetectionandrecognition? 8 Paper Code FaceBoxes:ACPUReal-timeFaceDetectorwithHighAccuracy sfzhang15/FaceBoxes • • 17Aug2017 TheMSCLaimsatenrichingthereceptivefieldsanddiscretizinganchorsoverdifferentlayerstohandlefacesofvariousscales. 8 Paper Code Zero-ReferenceDeepCurveEstimationforLow-LightImageEnhancement Li-Chongyi/Zero-DCE • • CVPR2020 Thepaperpresentsanovelmethod,Zero-ReferenceDeepCurveEstimation(Zero-DCE),whichformulateslightenhancementasataskofimage-specificcurveestimationwithadeepnetwork. 8 Paper Code Content Introduction Benchmarks Datasets Subtasks Libraries Papers -Mostimplemented -Social -Latest -Nocode