Latest
Learn how to quantize timm image classification models with ONNX Runtime and TensorRT for int8 inference.
Quantizing YOLOX with ONNX Runtime and TensorRT in UbuntuLearn how to quantize YOLOX models with ONNX Runtime and TensorRT for int8 inference.
Notes on Weapons of Mass Instruction: A Schoolteacher's Journey Through the Dark World of Compulsory SchoolingMy notes from the book Weapons of Mass Instruction: A Schoolteacher's Journey Through the Dark World of Compulsory Schooling by John Taylor Gatto.
Notes on Dumbing Us Down: The Hidden Curriculum of Compulsory SchoolingMy notes from the book Dumbing Us Down: The Hidden Curriculum of Compulsory Schooling by John Taylor Gatto.
Setting Up CUDA for Python on UbuntuLearn how to setup up NVIDIA CUDA on Ubuntu with the Mamba/Conda package manager. Based on Jeremy Howard's lecture, Getting Started With CUDA for Python Programmers.
Tutorials
Step-by-step tutorials for setting up essential tools and platforms, designed to provide a solid foundation for a diverse range of projects.
Fine-Tuning Image Classifiers with PyTorch and the timm library for BeginnersLearn how to fine-tune image classification models with PyTorch and the timm library by creating a hand gesture recognizer in this easy-to-follow guide for beginners.
Training YOLOX Models for Real-Time Object Detection in PyTorchLearn how to train YOLOX models for real-time object detection in PyTorch by creating a hand gesture detection model.
ONNX Runtime in UnityTutorials for integrating ONNX Runtime into the Unity game engine.
TensorFlow.js in UnityIn this tutorial series, we explore how to create TensorFlow.js plugins for the Unity game engine.
Notes
My notes from the book Where is My Flying Car by J. Storrs Hall.
Chip War: The Fight for the World's Most Critical TechnologyMy notes from the book Chip War: The Fight for the World's Most Critical Technology by Chris Miller.
The Kill Chain꞉ Defending America in the Future of High-Tech WarfareMy notes from the book The Kill Chain꞉ Defending America in the Future of High-Tech Warfare by Christian Brose.
Testing Intel’s Arc A770 GPU for Deep LearningMy notes from testing Intel's Arc A770 GPU on deep learning tasks.
Natural Language Processing with TransformersMy notes from the book Natural Language Processing with Transformers: Building Language Applications with Hugging Face by Lewis Tunstall, Leandro von Werra, and Thomas Wolf.
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