Latest
This tutorial provides a step-by-step guide to setting up Intel's PyTorch extension on Ubuntu to train models with Arc GPUs.
Testing Intel’s Arc A770 GPU for Deep Learning Pt. 2This post covers my experience training image classification models with Intel's PyTorch extension on the Arc A770 GPU.
Hands-On Hand Gesture Recognition: 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.
How to Obtain a Kaggle API KeyThis tutorial provides a step-by-step guide to obtaining a Kaggle API key.
Setting Up a Local Python Environment with Mamba for Machine Learning Projects on WindowsLearn how to install the Mamba package manager on Windows, set up a local Python environment, and install PyTorch and Jupyter for machine learning projects.
Tutorials
Hands-On Hand Gesture Recognition: 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.
A Step-by-Step Guide to Object Detection in Unity with IceVision and OpenVINO
In this three-part tutorial series, we will explore how to use IceVision and OpenVINO to perform end-to-end object detection in Unity.
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.
Training a Mask R-CNN Model on a Custom Dataset With IceVision
Train a Mask R-CNN model on a custom dataset using the IceVision library and perform inference with ONNX Runtime.
Notes
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 & 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.
Procedural GenerationMy notes from resources on procedural generation.
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