Christian Mills
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All (16)
barracuda (2)
blender (1)
fastai (5)
image-annotation (1)
image-classification (2)
instance-segmentation (2)
keypoint-estimation (2)
keypoint-rcnn (1)
libtorch (1)
mask-rcnn (1)
object-detection (4)
onnx (3)
openvino (1)
python (1)
pytorch (6)
style-transfer (1)
tensorflow (1)
tutorial (3)
unity (8)
webgl (1)
yolox (2)

Tutorials

Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners

pytorch
image-classification
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.

Apr 7, 2024

Training YOLOX Models for Real-Time Object Detection in PyTorch

pytorch
object-detection
yolox
onnx
Learn how to train YOLOX models for real-time object detection in PyTorch by creating a hand gesture detection model.

Mar 30, 2024

Foundational Setup Guides

Step-by-step tutorials for setting up essential tools and platforms, designed to provide a solid foundation for a diverse range of projects.

Mar 8, 2024

Training Keypoint R-CNN Models with PyTorch

pytorch
keypoint-rcnn
keypoint-estimation
tutorial
Learn how to train Keypoint R-CNN models on custom datasets with PyTorch.

Jan 30, 2024

Torchvision Annotation Tutorials

pytorch
image-annotation
object-detection
keypoint-estimation
instance-segmentation
Tutorials showing how to load image annotation data from various formats and use it with torchvision.

Jan 21, 2024

ONNX Runtime in Unity

onnx
unity
tutorial
Tutorials for integrating ONNX Runtime into the Unity game engine.

Oct 20, 2023

Fine-Tuning Image Classifiers with Fastai and the timm library for Beginners

fastai
image-classification
onnx
Learn how to fine-tune image classification models with fastai and the timm library by creating a hand gesture recognizer in this easy-to-follow guide for beginners.

Oct 8, 2023

Training Mask R-CNN Models with PyTorch

pytorch
mask-rcnn
object-detection
instance-segmentation
tutorial
Learn how to train Mask R-CNN models on custom datasets with PyTorch.

Sep 21, 2023

TensorFlow.js in Unity

fastai
unity
tensorflow
webgl
yolox
object-detection
In this tutorial series, we explore how to create TensorFlow.js plugins for the Unity game engine.

Oct 16, 2022

How to Create an OpenVINO Plugin for Unity on Windows

fastai
openvino
unity
This tutorial series is a follow-up to the Fastai to Unity Beginner Tutorial, which covers using OpenVINO, an open-source toolkit for optimizing model inference, instead of Unity’s Barracuda library.

Jul 18, 2022

How to Create a LibTorch Plugin for Unity on Windows

fastai
libtorch
unity
This tutorial series is a follow-up to the Fastai to Unity Beginner Tutorial, which covers using LibTorch, the C++ distribution of PyTorch.

Jun 28, 2022

Fastai to Unity Beginner Tutorial

fastai
unity
barracuda
In this tutorial series, we will walk through training an image classifier using the fastai library and implementing it in a Unity game engine project using the Barracuda inference library.

Jun 8, 2022

Barracuda PoseNet Tutorial 2nd Edition

unity
barracuda
This tutorial series provides step-by-step instructions for how to perform human pose estimation in Unity with the Barracuda inference library.

Mar 10, 2022

End-to-End In-Game Style Transfer Tutorial

style-transfer
pytorch
unity
This tutorial series covers how to train your own style transfer model with PyTorch and implement it in Unity using the Barracuda library.

Jul 4, 2021

Miscellaneous Blender Tutorials

blender
python
A collection of miscellaneous tutorials for Blender.

Mar 27, 2021

Miscellaneous Unity Tutorials

unity
A collection of miscellaneous tutorials for the Unity game engine.

Mar 21, 2021
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  • © 2025 Christian J. Mills

  • Code samples licensed under the MIT License