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Datasets/AFLW

AFLW

Annotated Facial Landmarks in the Wild

ImagesCustom (non-commercial)Introduced 2011-01-01

The Annotated Facial Landmarks in the Wild (AFLW) is a large-scale collection of annotated face images gathered from Flickr, exhibiting a large variety in appearance (e.g., pose, expression, ethnicity, age, gender) as well as general imaging and environmental conditions. In total about 25K faces are annotated with up to 21 landmarks per image.

Source: Nose, Eyes and Ears: Head Pose Estimation by Locating Facial Keypoints

Benchmarks

1 Image, 2*2 Stitchi/MAE3D/MAE3D/Mean NME3D Face Modelling/Mean NME3D Face Reconstruction/Mean NMEFace Reconstruction/Mean NMEFacial Recognition and Modelling/Mean NMEPose Estimation/MAE

Related Benchmarks

AFLW (Zhang CVPR 2018 crops)/3D/NMEAFLW (Zhang CVPR 2018 crops)/3D Face Modelling/NMEAFLW (Zhang CVPR 2018 crops)/3D Face Reconstruction/NMEAFLW (Zhang CVPR 2018 crops)/Face Reconstruction/NMEAFLW (Zhang CVPR 2018 crops)/Facial Landmark Detection/NMEAFLW (Zhang CVPR 2018 crops)/Facial Recognition and Modelling/NMEAFLW (Zhang CVPR 2018 crops)/Image Enhancement/14 gestures accuracyAFLW Unaligned/3D/NMEAFLW Unaligned/3D Face Modelling/NMEAFLW Unaligned/3D Face Reconstruction/NMEAFLW Unaligned/Face Reconstruction/NMEAFLW Unaligned/Facial Landmark Detection/NMEAFLW Unaligned/Facial Recognition and Modelling/NMEAFLW-19/3D/AUC_box@0.07 (%, Full)AFLW-19/3D/NME_box (%, Full)AFLW-19/3D/NME_diag (%, Frontal)AFLW-19/3D/NME_diag (%, Full)AFLW-19/3D Face Modelling/AUC_box@0.07 (%, Full)AFLW-19/3D Face Modelling/NME_box (%, Full)AFLW-19/3D Face Modelling/NME_diag (%, Frontal)AFLW-19/3D Face Modelling/NME_diag (%, Full)AFLW-19/3D Face Reconstruction/AUC_box@0.07 (%, Full)AFLW-19/3D Face Reconstruction/NME_box (%, Full)AFLW-19/3D Face Reconstruction/NME_diag (%, Frontal)AFLW-19/3D Face Reconstruction/NME_diag (%, Full)AFLW-19/Face Reconstruction/AUC_box@0.07 (%, Full)AFLW-19/Face Reconstruction/NME_box (%, Full)AFLW-19/Face Reconstruction/NME_diag (%, Frontal)AFLW-19/Face Reconstruction/NME_diag (%, Full)AFLW-19/Facial Recognition and Modelling/AUC_box@0.07 (%, Full)AFLW-19/Facial Recognition and Modelling/NME_box (%, Full)AFLW-19/Facial Recognition and Modelling/NME_diag (%, Frontal)AFLW-19/Facial Recognition and Modelling/NME_diag (%, Full)AFLW-Front/3D/Mean NMEAFLW-Front/3D/Mean NME AFLW-Front/3D/NMEAFLW-Front/3D Face Modelling/Mean NMEAFLW-Front/3D Face Modelling/Mean NME AFLW-Front/3D Face Modelling/NMEAFLW-Front/3D Face Reconstruction/Mean NMEAFLW-Front/3D Face Reconstruction/Mean NME AFLW-Front/3D Face Reconstruction/NMEAFLW-Front/Face Reconstruction/Mean NMEAFLW-Front/Face Reconstruction/Mean NME AFLW-Front/Face Reconstruction/NMEAFLW-Front/Facial Landmark Detection/Mean NMEAFLW-Front/Facial Landmark Detection/Mean NME AFLW-Front/Facial Landmark Detection/NMEAFLW-Front/Facial Recognition and Modelling/Mean NMEAFLW-Front/Facial Recognition and Modelling/Mean NME AFLW-Front/Facial Recognition and Modelling/NMEAFLW-Full/3D/Mean NMEAFLW-Full/3D/Mean NME AFLW-Full/3D/NMEAFLW-Full/3D Face Modelling/Mean NMEAFLW-Full/3D Face Modelling/Mean NME AFLW-Full/3D Face Modelling/NMEAFLW-Full/3D Face Reconstruction/Mean NMEAFLW-Full/3D Face Reconstruction/Mean NME AFLW-Full/3D Face Reconstruction/NMEAFLW-Full/Face Reconstruction/Mean NMEAFLW-Full/Face Reconstruction/Mean NME AFLW-Full/Face Reconstruction/NMEAFLW-Full/Facial Landmark Detection/Mean NMEAFLW-Full/Facial Landmark Detection/Mean NME AFLW-Full/Facial Landmark Detection/NMEAFLW-Full/Facial Recognition and Modelling/Mean NMEAFLW-Full/Facial Recognition and Modelling/Mean NME AFLW-Full/Facial Recognition and Modelling/NMEAFLW-LFPA/3D/Mean NME AFLW-LFPA/3D/NMEAFLW-LFPA/3D Face Modelling/Mean NME AFLW-LFPA/3D Face Modelling/NMEAFLW-LFPA/3D Face Reconstruction/Mean NME AFLW-LFPA/3D Face Reconstruction/NMEAFLW-LFPA/Face Reconstruction/Mean NME AFLW-LFPA/Face Reconstruction/NMEAFLW-LFPA/Facial Recognition and Modelling/Mean NME AFLW-LFPA/Facial Recognition and Modelling/NMEAFLW-MTFL/3D/NMEAFLW-MTFL/3D Face Modelling/NMEAFLW-MTFL/3D Face Reconstruction/NMEAFLW-MTFL/Face Reconstruction/NMEAFLW-MTFL/Facial Landmark Detection/NMEAFLW-MTFL/Facial Recognition and Modelling/NMEAFLW-PIFA (21 points)/3D/NMEAFLW-PIFA (21 points)/3D Face Modelling/NMEAFLW-PIFA (21 points)/3D Face Reconstruction/NMEAFLW-PIFA (21 points)/Face Reconstruction/NMEAFLW-PIFA (21 points)/Facial Recognition and Modelling/NMEAFLW-PIFA (34 points)/3D/NMEAFLW-PIFA (34 points)/3D Face Modelling/NMEAFLW-PIFA (34 points)/3D Face Reconstruction/NMEAFLW-PIFA (34 points)/Face Reconstruction/NMEAFLW-PIFA (34 points)/Facial Recognition and Modelling/NMEAFLW2000/1 Image, 2*2 Stitchi/Geodesic Error (GE)AFLW2000/1 Image, 2*2 Stitchi/MAEAFLW2000/1 Image, 2*2 Stitchi/MAEVAFLW2000/1 Image, 2*2 Stitchi/MAE_tAFLW2000/3D/Error rateAFLW2000/3D/Geodesic Error (GE)AFLW2000/3D/MAEAFLW2000/3D/MAEVAFLW2000/3D/MAE_tAFLW2000/3D Face Modelling/Error rateAFLW2000/3D Face Reconstruction/Error rateAFLW2000/Face Reconstruction/Error rateAFLW2000/Facial Recognition and Modelling/Error rateAFLW2000/Pose Estimation/Geodesic Error (GE)AFLW2000/Pose Estimation/MAEAFLW2000/Pose Estimation/MAEVAFLW2000/Pose Estimation/MAE_tAFLW2000-3D/10-shot image generation/ID retrievalAFLW2000-3D/10-shot image generation/exp embedding L2AFLW2000-3D/10-shot image generation/poseAFLW2000-3D/3D/Balanced NME (2D Sparse Alignment)AFLW2000-3D/3D/GTEAFLW2000-3D/3D/ID retrievalAFLW2000-3D/3D/Mean NMEAFLW2000-3D/3D/Mean NME AFLW2000-3D/3D/Mean NME(3D Dense Alignment)AFLW2000-3D/3D/NMEAFLW2000-3D/3D/exp embedding L2AFLW2000-3D/3D/poseAFLW2000-3D/3D Face Modelling/Balanced NME (2D Sparse Alignment)AFLW2000-3D/3D Face Modelling/GTEAFLW2000-3D/3D Face Modelling/ID retrievalAFLW2000-3D/3D Face Modelling/Mean NMEAFLW2000-3D/3D Face Modelling/Mean NME AFLW2000-3D/3D Face Modelling/Mean NME(3D Dense Alignment)AFLW2000-3D/3D Face Modelling/exp embedding L2AFLW2000-3D/3D Face Modelling/poseAFLW2000-3D/3D Face Reconstruction/Balanced NME (2D Sparse Alignment)AFLW2000-3D/3D Face Reconstruction/GTEAFLW2000-3D/3D Face Reconstruction/ID retrievalAFLW2000-3D/3D Face Reconstruction/Mean NMEAFLW2000-3D/3D Face Reconstruction/Mean NME AFLW2000-3D/3D Face Reconstruction/Mean NME(3D Dense Alignment)AFLW2000-3D/3D Face Reconstruction/exp embedding L2AFLW2000-3D/3D Face Reconstruction/poseAFLW2000-3D/Face Reconstruction/Balanced NME (2D Sparse Alignment)AFLW2000-3D/Face Reconstruction/GTEAFLW2000-3D/Face Reconstruction/ID retrievalAFLW2000-3D/Face Reconstruction/Mean NMEAFLW2000-3D/Face Reconstruction/Mean NME AFLW2000-3D/Face Reconstruction/Mean NME(3D Dense Alignment)AFLW2000-3D/Face Reconstruction/exp embedding L2AFLW2000-3D/Face Reconstruction/poseAFLW2000-3D/Facial Landmark Detection/GTEAFLW2000-3D/Facial Recognition and Modelling/Balanced NME (2D Sparse Alignment)AFLW2000-3D/Facial Recognition and Modelling/GTEAFLW2000-3D/Facial Recognition and Modelling/ID retrievalAFLW2000-3D/Facial Recognition and Modelling/Mean NMEAFLW2000-3D/Facial Recognition and Modelling/Mean NME AFLW2000-3D/Facial Recognition and Modelling/Mean NME(3D Dense Alignment)AFLW2000-3D/Facial Recognition and Modelling/exp embedding L2AFLW2000-3D/Facial Recognition and Modelling/pose

Statistics

Papers
154
Benchmarks
8

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Tasks

1 Image, 2*2 Stitchi3D3D Face Modelling3D Face ReconstructionFace AlignmentFace ReconstructionFacial Landmark DetectionFacial Recognition and ModellingHead Pose EstimationLow-Light Image EnhancementPose EstimationUnsupervised Facial Landmark Detection