Derek AustininTowards Data ScienceA Python Engineer’s Introduction to 3D Gaussian Splatting (Part 3)Part 3 of our Gaussian Splatting tutorial, showing how to render splats onto a 2D image.Jul 181Jul 181
Derek AustininTowards Data ScienceA Python Engineer’s Introduction to 3D Gaussian Splatting (Part 2)Understanding and coding how Gaussian’s are used within 3D Gaussian SplattingJun 13Jun 13
Derek AustininTowards Data ScienceA Python Engineer’s Introduction to 3D Gaussian Splatting (Part 1)Understanding and coding Gaussian Splatting from a Python Engineer’s perspectiveJun 111Jun 111
Derek AustininTowards AIComputer Vision Enabled Basketball AnalyticsUsing Open Source Models to Accurately Extract Basketball AnalyticsApr 2Apr 2
Derek AustininTowards Data ScienceHow to Save Break Points in Tennis using DataUsing Pandas and Seaborn to Visualize the Most Effective Ways to Save Break Points in TennisJun 8, 2021Jun 8, 2021
Derek AustininTowards Data ScienceATP Tennis Cluster AnalysisUsing cluster analysis to segment tennis playing stylesFeb 18, 20211Feb 18, 20211
Derek AustininTowards Data ScienceReinforcement Learning’s Potential in SportsReinforcement learning may well change how sports are played and lead to new optimal techniques in the near future.Dec 27, 2020Dec 27, 2020
Derek AustininTowards Data SciencePlaying Optimal Heads-Up Poker with Reinforcement LearningAdopting the Proximal Policy Optimization and Reniforce Monte Carlo Algorithms to Play Optimal Heads-Up PokerSep 3, 2020Sep 3, 2020
Derek AustininTowards Data ScienceUsing A Keras CNN in iOSUsing Keras and Swift to implement a Convolutional Neural Network that can run on any iPhone.Aug 19, 2020Aug 19, 2020