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Innocent Nyalala's Projects

django icon django

The Web framework for perfectionists with deadlines.

html5-boilerplate icon html5-boilerplate

A professional front-end template for building fast, robust, and adaptable web apps or sites.

imageai icon imageai

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

kinect icon kinect

3D Scene Reconstruction in MATLAB with the Microsoft Kinect depth sensor.

kinectshape icon kinectshape

Implementation of "kinect fusion" 3d shape reconstruction method

leontoolx icon leontoolx

Computer vision and machine learning MATLAB toolbox

livescan3d icon livescan3d

LiveScan3D is a system designed for real time 3D reconstruction using multiple Kinect v2 depth sensors simultaneously at real time speed.

machine-learning icon machine-learning

Linear regression, logistic regression, polynomial regression, multiclass classification, neural networks, KMeans, Principle Component Analysis (PCA), and Support Vector Machine (SVM). Fun machine learning applications: hand-written digit recognition model, spam email filter, image compression, anomaly detection model, and movie recommendation system.

machine-learning-octave icon machine-learning-octave

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

mini-3d-scanner icon mini-3d-scanner

A pipeline for online 3D reconstruction of objects only using visual data from RGB-D camera (Kinect V2).

ml-course-notes icon ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml_projects icon ml_projects

Andrew Ng's Machine Learning Class Projects Description: Ex1 - Gradient Descent, Newton's Method, Linear Regression Ex2 - Sigmoid Kernels Ex3 - Logistic Regression Implementation Ex4 - Neural Networks implementation for Digit Recognition Ex5 - Regularized Linear Regression, Polynomial Regression Ex6 - SVM (Kernel implementation) for Spam Classification Ex8 - Recommender System (Collaborative Filtering) and Anomaly Detection

openmvs icon openmvs

open Multi-View Stereo reconstruction library

papers-we-love icon papers-we-love

Papers from the computer science community to read and discuss.

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