Tensorflow Face Recognition
Pipeline
Image -> FaceDetection -> CroppedFace -> FaceRecognition -> Descriptor(128D) -> FaceClassifier -> Name
FaceDetection(mobilenetSSD)
A mobilenet SSD(single shot multibox detector) based face detector with pretrained model provided. Ref. https://github.com/yeephycho/tensorflow-face-detection
FaceRecognition(FaceNet)
TensorFlow implementation of the face recognizer described in the paper "FaceNet: A Unified Embedding for Face Recognition and Clustering". Ref. https://github.com/davidsandberg/facenet
FaceClassification(kNN, SVM)
Classify the features generated by FaceNet with kNN or SVM.
Result
