OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

Matlab code of machine learning algorithms in book PRML

👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

Machine learning-Stanford University

This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course.

Quadrotor control, path planning and trajectory optimization

Bayesian Program Learning model for one-shot learning

🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

MATLAB sample codes for mobile robot navigation

Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015)

machine learning course programming exercise

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017)

Software Development Kit for the Oxford Robotcar Dataset

Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB

Programming assignments from Coursera's Machine Learning course taught by Andrew Ng.

Deep neural network based speech enhancement toolkit

Simple Matlab implementation of D*Lite, Focussed D*, A*, for dynamic path planning for mobile robots

Repo cataloging my coursework for Andrew Ng's ML MOOC

Flexible Algorithms for Image Registration

ORION: Orientation-boosted Voxel Nets for 3D Object Recognition

Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)

Code for ICML 2018 paper on "Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam" by Khan, Nielsen, Tangkaratt, Lin, Gal, and Srivastava

A MATLAB library/toolbox providing access to image registration suitable for use with medical images.

Lecture notes and assignments for coursera machine learning class

The purpose of this study is the contour extraction of a region of interest in ultrasonic images. I applied the anisotropic diffusion algorithm to preprocess images, then an active contour model us…

Second-order optimiser for deep networks

LBP-based segmentation of defocus blur