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Datasets/WFLW

WFLW

Wider Facial Landmarks in the Wild

ImagesUnknownIntroduced 2018-01-01

The Wider Facial Landmarks in the Wild or WFLW database contains 10000 faces (7500 for training and 2500 for testing) with 98 annotated landmarks. This database also features rich attribute annotations in terms of occlusion, head pose, make-up, illumination, blur and expressions.

Source: Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion Image Source: https://wywu.github.io/projects/LAB/WFLW.html

Benchmarks

1 Image, 2*2 Stitchi/MAE mean (º)1 Image, 2*2 Stitchi/MAE yaw (º)1 Image, 2*2 Stitchi/MAE pitch (º)1 Image, 2*2 Stitchi/MAE roll (º)3D/MAE mean (º)3D/MAE yaw (º)3D/MAE pitch (º)3D/MAE roll (º)3D/NME (inter-ocular)3D/AUC@10 (inter-ocular)3D/FR@10 (inter-ocular)3D/NME3D Face Modelling/NME (inter-ocular)3D Face Modelling/AUC@10 (inter-ocular)3D Face Modelling/FR@10 (inter-ocular)3D Face Modelling/NME3D Face Reconstruction/NME (inter-ocular)3D Face Reconstruction/AUC@10 (inter-ocular)3D Face Reconstruction/FR@10 (inter-ocular)3D Face Reconstruction/NMEFace Reconstruction/NME (inter-ocular)Face Reconstruction/AUC@10 (inter-ocular)Face Reconstruction/FR@10 (inter-ocular)Face Reconstruction/NMEFacial Landmark Detection/NMEFacial Landmark Detection/NME (inter-ocular)Facial Landmark Detection/AUC@10 (inter-ocular)Facial Landmark Detection/FR@10 (inter-ocular)Facial Recognition and Modelling/NME (inter-ocular)Facial Recognition and Modelling/AUC@10 (inter-ocular)Facial Recognition and Modelling/FR@10 (inter-ocular)Facial Recognition and Modelling/NMEPose Estimation/MAE mean (º)Pose Estimation/MAE yaw (º)Pose Estimation/MAE pitch (º)Pose Estimation/MAE roll (º)

Related Benchmarks

WFLW, AnimalWeb (Human+Dog)/Image Matching/NMEWFLW, AnimalWeb (Human+Dog)/Semantic correspondence/NME

Statistics

Papers
108
Benchmarks
36

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Tasks

1 Image, 2*2 Stitchi3D3D Face Modelling3D Face ReconstructionFace AlignmentFace ReconstructionFacial Landmark DetectionFacial Recognition and ModellingHead Pose EstimationPose Estimation