PeterBurbery/GeographyData
Functions for geography
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23 items
Vanilla CNN for Facial Landmark Regression
Determine the locations of the eyes, nose and mouth from a facial image
2D Face Alignment Net Trained on 300W Large Pose Data
Determine the locations of keypoints from a facial image
3D Face Alignment Net Trained on 300W Large Pose Data
Determine the 2D projection of 3D keypoints from a facial image
3D Facial Reconstruction from 2D Images
Use neural networks to estimate the shape of a face with unguided volumetric regression
Simple Face Recognition
Implement a simple face recognition algorithm by classifying facial descriptors
OpenFace Face Recognition Net Trained on CASIA-WebFace and FaceScrub Data
Represent a facial image as a vector
Pose-Aware Face Recognition in the Wild Nets Trained on CASIA WebFace Data
Represent a facial image as a vector
ResNet-101 for 3D Morphable Model Regression Trained on Casia WebFace Data
Represent a facial image as a vector
Unguided Volumetric Regression Net for 3D Face Reconstruction
Reconstruct a 3D facial image from a 2D facial image
Gender Prediction VGG-16 Trained on IMDB-WIKI Data
Predict a person's gender from an image of their face
Age Estimation VGG-16 Trained on IMDB-WIKI and Looking at People Data
Predict a person's age from an image of their face
Train a Custom Image Classifier
Retrain an image classifier network to automatically distinguish dromedaries from camels