Mason McGoughinTowards Data SciencePoint Cloud Classification with PointNet and PyTorch3DTrain a machine learning classifier for 3D data·11 min read·Mar 22, 2024----
Mason McGoughinLevel Up CodingChatGPT Plugins Demystified: A Tutorial for DevelopersCreate a ChatGPT plugin: Step-by-step guide to build a plugin for the top AI chatbot. Learn to code, configure, and test a quote retriever.·13 min read·Apr 23, 2023--1--1
Mason McGoughinTowards Data ScienceStable Diffusion as an APIRemove people from photos with a Stable Diffusion microservice·12 min read·Feb 4, 2023----
Mason McGoughinTowards Data ScienceFast Synthetic Data with NVIDIA Omniverse KaolinHow the Kaolin App can make turntable-style synthetic datasets of your USD files in minutes.·7 min read·Aug 19, 2022----
Mason McGoughinTowards Data ScienceIt’s NeRF From Nothing: Build A Vanilla NeRF with PyTorchA tutorial for how to build your own NeRF model in PyTorch, with step-by-step explanations of each component.·10 min read·Apr 28, 2022--6--6
Mason McGoughinTowards Data SciencePeopleSansPeople: Generating Synthetic Data of Virtual Human Beings in UnityCreating 3D models of human beings for computer vision has never been easier.·15 min read·Mar 9, 2022----
Mason McGoughinTowards Data ScienceGIRAFFE: A Closer Look at CVPR 2021’s Best PaperGIRAFFE is a learning-based, fully differentiable rendering engine for composing scenes as the summation of multiple “feature fields.”·6 min read·Jun 26, 2021--1--1
Mason McGoughinTowards Data SciencePointer Networks with TransformersPredicting sequences with variable-length dictionaries in PyTorch using pointer networks·7 min read·Jun 18, 2021--4--4
Mason McGoughinTowards Data Science3D Object Classification and Segmentation with MeshCNN and PyTorchMeshCNN introduces the mesh pooling operation, which enables us to apply CNNs to 3D models.·9 min read·Jun 2, 2021--1--1
Mason McGoughinTowards Data ScienceSemi-Supervised Learning Demystified with PyTorch and SESEMIHow can we use the world’s seemingly endless supply of unlabeled data to help us solve supervised learning problems?·5 min read·May 10, 2021----