.. _bob.bio.face.implemented: ================================= Tools implemented in bob.bio.face ================================= Summary ------- Databases ~~~~~~~~~ Bob databases (used for biometric testing) ========================================== .. autosummary:: bob.bio.face.database.ARFaceDatabase bob.bio.face.database.CasiaAfricaDatabase bob.bio.face.database.MobioDatabase bob.bio.face.database.IJBCDatabase bob.bio.face.database.ReplayMobileBioDatabase bob.bio.face.database.GBUDatabase bob.bio.face.database.LFWDatabase bob.bio.face.database.MultipieDatabase bob.bio.face.database.MEDSDatabase bob.bio.face.database.MorphDatabase bob.bio.face.database.PolaThermalDatabase bob.bio.face.database.CBSRNirVis2Database bob.bio.face.database.SCFaceDatabase bob.bio.face.database.CaspealDatabase Pytorch databases (used on pytorch) =================================== .. autosummary:: bob.bio.face.pytorch.datasets.WebFace42M bob.bio.face.pytorch.datasets.MedsTorchDataset bob.bio.face.pytorch.datasets.MorphTorchDataset bob.bio.face.pytorch.datasets.MobioTorchDataset bob.bio.face.pytorch.datasets.MSCelebTorchDataset bob.bio.face.pytorch.datasets.VGG2TorchDataset Deep Learning Extractors ~~~~~~~~~~~~~~~~~~~~~~~~ PyTorch models ============== .. autosummary:: bob.bio.face.embeddings.pytorch.afffe_baseline bob.bio.face.embeddings.pytorch.iresnet34 bob.bio.face.embeddings.pytorch.iresnet50 bob.bio.face.embeddings.pytorch.iresnet100 bob.bio.face.embeddings.pytorch.GhostNet bob.bio.face.embeddings.pytorch.ReXNet bob.bio.face.embeddings.pytorch.HRNet bob.bio.face.embeddings.pytorch.TF_NAS bob.bio.face.embeddings.pytorch.ResNet bob.bio.face.embeddings.pytorch.EfficientNet bob.bio.face.embeddings.pytorch.MobileFaceNet bob.bio.face.embeddings.pytorch.ResNeSt bob.bio.face.embeddings.pytorch.AttentionNet bob.bio.face.embeddings.pytorch.RunnableModel Tensorflow models ================= .. autosummary:: bob.bio.face.embeddings.tensorflow.facenet_sanderberg_20170512_110547 bob.bio.face.embeddings.tensorflow.resnet50_msceleb_arcface_2021 bob.bio.face.embeddings.tensorflow.resnet50_msceleb_arcface_20210521 bob.bio.face.embeddings.tensorflow.resnet50_vgg2_arcface_2021 bob.bio.face.embeddings.tensorflow.mobilenetv2_msceleb_arcface_2021 bob.bio.face.embeddings.tensorflow.inception_resnet_v1_msceleb_centerloss_2018 bob.bio.face.embeddings.tensorflow.inception_resnet_v2_msceleb_centerloss_2018 bob.bio.face.embeddings.tensorflow.inception_resnet_v1_casia_centerloss_2018 bob.bio.face.embeddings.tensorflow.inception_resnet_v2_casia_centerloss_2018 MxNET models ============ .. autosummary:: bob.bio.face.embeddings.mxnet.arcface_insightFace_lresnet100 Caffe models ============ .. autosummary:: bob.bio.face.embeddings.opencv.vgg16_oxford_baseline Face Image Annotators ~~~~~~~~~~~~~~~~~~~~~ .. autosummary:: bob.bio.face.annotator.Base bob.bio.face.annotator.MTCNN bob.bio.face.annotator.TinyFace bob.bio.face.annotator.FaceXDetector bob.bio.face.annotator.FaceX106Landmarks Annotation Tools ~~~~~~~~~~~~~~~~ .. autosummary:: bob.bio.face.annotator.BoundingBox bob.bio.face.annotator.bounding_box_from_annotation bob.bio.face.annotator.bounding_box_to_annotations bob.bio.face.annotator.expected_eye_positions bob.bio.face.annotator.min_face_size_validator Image Preprocessors ~~~~~~~~~~~~~~~~~~~ .. autosummary:: bob.bio.face.preprocessor.Base bob.bio.face.preprocessor.FaceCrop bob.bio.face.preprocessor.MultiFaceCrop bob.bio.face.preprocessor.BoundingBoxAnnotatorCrop bob.bio.face.preprocessor.TanTriggs bob.bio.face.preprocessor.HistogramEqualization bob.bio.face.preprocessor.INormLBP Databases --------- .. automodule:: bob.bio.face.database Annotators ---------- .. automodule:: bob.bio.face.annotator Preprocessors ------------- .. automodule:: bob.bio.face.preprocessor Utilities --------- .. automodule:: bob.bio.face.utils .. include:: links.rst