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Exporting YOLOX Models from PyTorch to TensorFlow.js

Learn how to export YOLOX models from PyTorch to TensorFlow.js using the nobuco conversion tool.

Exporting Mask R-CNN Models from PyTorch to ONNX

Learn how to export Mask R-CNN models from PyTorch to ONNX and perform inference using ONNX Runtime.

Training Mask R-CNN Models with PyTorch

Learn how to train Mask R-CNN models on custom datasets with PyTorch.

Testing Intel’s Arc A770 GPU for Deep Learning Pt. 4

This 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 Windows

This tutorial provides a step-by-step guide to setting up Intel's PyTorch extension on Windows to train models with Arc GPUs.

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    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.

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    Notes

    Testing Intel’s Arc A770 GPU for Deep Learning

    My notes from testing Intel's Arc A770 GPU on deep learning tasks.

    Natural Language Processing with Transformers

    My 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 & PyTorch

    My notes from the book Deep Learning for Coders with fastai & PyTorch: AI Applications without a PhD by Jeremy Howard and Sylvain Gugger.

    Professional Growth

    My notes from resources on professional growth.

    Game Development

    My notes from resources on game development.

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    • Copyright 2023, Christian J. Mills