Face Recognition

Face Recognition is a powerful Chrome extension designed as a test framework for face recognition techniques leveraging Neural Networks, TensorFlow, and Caffe. It incorporates diverse preprocessing algorithms such as Grayscale, Crop, Eye Alignment, Gamma Correction, Difference of Gaussians, Canny Filter, Local Binary Pattern, Histogram Equalization, and Resize to prepare images for analysis.

Users can select from multiple feature extraction and classification methods including Eigenfaces with Nearest Neighbour, Image Reshaping with SVM, TensorFlow with SVM or KNN, and Caffe with SVM or KNN. The extension supports advanced deep learning models such as the TensorFlow Inception5h and VGG Face Descriptor models, catering to devices with adequate RAM. Comprehensive documentation and manual are provided to facilitate efficient use and setup. Face Recognition is ideal for developers and researchers seeking an extensible, configurable platform for experimentation and development in face recognition technology.