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Datasets/AFLW2000-3D

AFLW2000-3D

3DImagesUnknownIntroduced 2016-01-01

AFLW2000-3D is a dataset of 2000 images that have been annotated with image-level 68-point 3D facial landmarks. This dataset is used for evaluation of 3D facial landmark detection models. The head poses are very diverse and often hard to be detected by a CNN-based face detector.

Source: https://www.tensorflow.org/datasets/catalog/aflw2k3d Image Source: http://www.cbsr.ia.ac.cn/users/xiangyuzhu/projects/3DDFA/main.htm

Benchmarks

10-shot image generation/ID retrieval 10-shot image generation/exp embedding L2 10-shot image generation/pose 3D/Mean NME 3D/Mean NME 3D/ID retrieval 3D/exp embedding L2 3D/pose 3D/Balanced NME (2D Sparse Alignment)3D/Mean NME(3D Dense Alignment)3D/GTE 3D/NME 3D Face Modelling/ID retrieval 3D Face Modelling/exp embedding L2 3D Face Modelling/pose 3D Face Modelling/Balanced NME (2D Sparse Alignment)3D Face Modelling/Mean NME(3D Dense Alignment)3D Face Modelling/Mean NME 3D Face Modelling/Mean NME 3D Face Modelling/GTE 3D Face Reconstruction/Mean NME 3D Face Reconstruction/Mean NME 3D Face Reconstruction/ID retrieval 3D Face Reconstruction/exp embedding L2 3D Face Reconstruction/pose 3D Face Reconstruction/Balanced NME (2D Sparse Alignment)3D Face Reconstruction/Mean NME(3D Dense Alignment)3D Face Reconstruction/GTE Face Reconstruction/Mean NME Face Reconstruction/Mean NME Face Reconstruction/ID retrieval Face Reconstruction/exp embedding L2 Face Reconstruction/pose Face Reconstruction/Balanced NME (2D Sparse Alignment)Face Reconstruction/Mean NME(3D Dense Alignment)Face Reconstruction/GTE Facial Landmark Detection/GTE Facial Recognition and Modelling/ID retrieval Facial Recognition and Modelling/exp embedding L2 Facial Recognition and Modelling/pose Facial Recognition and Modelling/Balanced NME (2D Sparse Alignment)Facial Recognition and Modelling/Mean NME(3D Dense Alignment)Facial Recognition and Modelling/Mean NME Facial Recognition and Modelling/Mean NME Facial Recognition and Modelling/GTE

Statistics

Papers: 117
Benchmarks: 45

Links

Tasks

10-shot image generation 3D 3D Face Alignment 3D Face Modelling 3D Face Reconstruction 3D Facial Landmark Localization Face Alignment Face Reconstruction Face Swapping Facial Landmark Detection Facial Recognition and Modelling Head Pose Estimation