Mason McGoughinTowards Data SciencePoint Cloud Classification with PointNet and PyTorch3DTrain a machine learning classifier for 3D dataMar 22Mar 22
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.Apr 23, 20231Apr 23, 20231
Mason McGoughinTowards Data ScienceStable Diffusion as an APIRemove people from photos with a Stable Diffusion microserviceFeb 4, 2023Feb 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.Aug 19, 2022Aug 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.Apr 28, 20226Apr 28, 20226
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.Mar 9, 2022Mar 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.”Jun 26, 20211Jun 26, 20211
Mason McGoughinTowards Data SciencePointer Networks with TransformersPredicting sequences with variable-length dictionaries in PyTorch using pointer networksJun 18, 20214Jun 18, 20214
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.Jun 2, 20211Jun 2, 20211
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?May 10, 2021May 10, 2021