Latest
Learn how to export YOLOX models from PyTorch to TensorFlow.js using the nobuco conversion tool.
Exporting Mask R-CNN Models from PyTorch to ONNXLearn how to export Mask R-CNN models from PyTorch to ONNX and perform inference using ONNX Runtime.
Training Mask R-CNN Models with PyTorchLearn how to train Mask R-CNN models on custom datasets with PyTorch.
Testing Intel’s Arc A770 GPU for Deep Learning Pt. 4This post covers my findings testing the first version of Intel's PyTorch extension to support PyTorch 2.0 on native Ubuntu and Windows.
Getting Started with Intel's PyTorch Extension for Arc GPUs on WindowsThis tutorial provides a step-by-step guide to setting up Intel's PyTorch extension on Windows to train models with Arc GPUs.
Tutorials
Data Science Setup Guides
Tutorials for setting up your data science environment on local machines and in the cloud.
Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners
Learn 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 Pytorch
Learn how to train YOLOX models for real-time object detection in PyTorch by creating a hand gesture detection model.
Real-Time Object Detection in Unity With ONNX and DirectML
In this two-part tutorial series, I will show you how to implement real-time object detection in Unity using ONNX Runtime and DirectML.
TensorFlow.js in Unity
In this tutorial series, we explore how to create TensorFlow.js plugins for the Unity game engine.
Notes
My 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.
Deep Learning for Coders with fastai & PyTorchMy notes from the book Deep Learning for Coders with fastai & PyTorch: AI Applications without a PhD by Jeremy Howard and Sylvain Gugger.
Professional GrowthMy notes from resources on professional growth.
Game DevelopmentMy notes from resources on game development.
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