Christian Mills
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All (12)
barracuda (2)
blender (1)
directml (1)
fastai (4)
icevision (2)
image-classification (1)
instance-segmentation (1)
libtorch (1)
mask-rcnn (1)
object-detection (4)
onnx (1)
openvino (2)
python (1)
pytorch (2)
style-transfer (1)
tensorflow (1)
unity (9)
webgl (1)
yolox (3)

Tutorials

Hands-On Hand Gesture Recognition: 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.

May 24, 2023

Training a Mask R-CNN Model on a Custom Dataset With IceVision

icevision
mask-rcnn
object-detection
instance-segmentation

Train a Mask R-CNN model on a custom dataset using the IceVision library and perform inference with ONNX Runtime.

Dec 2, 2022

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 4, 2022

Real-Time Object Detection in Unity With ONNX and DirectML

onnx
directml
yolox
object-detection
unity

In this two-part tutorial series, I will show you how to implement real-time object detection in Unity using ONNX Runtime and DirectML.

Aug 18, 2022

A Step-by-Step Guide to Object Detection in Unity with IceVision and OpenVINO

icevision
openvino
yolox
object-detection
unity

In this three-part tutorial series, we will explore how to use IceVision and OpenVINO to perform end-to-end object detection in Unity.

Aug 8, 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 17, 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 6, 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.

Jul 20, 2021

Miscellaneous Blender Tutorials

blender
python

A collection of miscellaneous tutorials for Blender.

Mar 24, 2021

Miscellaneous Unity Tutorials

unity

A collection of miscellaneous tutorials for the Unity game engine.

Mar 20, 2021

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.

Feb 26, 2021
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