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