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Barracuda-PoseNet-Tutorial
This tutorial series provides step-by-step instructions for how to perform human pose estimation in Unity with the Barracuda inference library.End-to-End-In-Game-Style-Transfer-Tutorial-Intel
This tutorial series covers how to train your own style transfer model with PyTorch and implement it in Unity using the Barracuda library.byte-track-eigen
ByteTrack-Eigen is a C++ implementation of the ByteTrack object tracking method, leveraging the Eigen library for high-performance matrix and vector operations.icevision-openvino-unity-tutorial
This tutorial covers training an object detector with the IceVision library and implementing it in a Unity game engine project using the OpenVINO Toolkit.Unity-OpenVINO-YOLOX
This tutorial series covers how to perform object detection in the Unity game engine with the OpenVINOâ„¢ Toolkit.onnx-directml-unity-tutorial
This tutorial covers creating an object detection plugin for a Unity game engine project using ONNX Runtime and DirectML.unity-barracuda-inference-yolox
This Unity package extends the functionality of the barracuda-inference-base package to perform object detection using YOLOX models.barracuda-inference-yolox-demo
A simple Unity project demonstrating how to perform object detection with the barracuda-inference-yolox package.Barracuda-Style-Transfer-HDRP
This tutorial covers how to perform in-game style transfer in an HDRP project using the Barracuda infefence library.pytorch-yolox-object-detection-tutorial-code
This repository contains the training code for my PyTorch YOLOX object detection tutorial.pytorch-mask-rcnn-tutorial-code
This repository contains the code for my PyTorch Mask R-CNN tutorial.Unity-OpenVINO-Plugin
This tutorial series covers how to create a plugin that leverages the OpenVINOâ„¢ Toolkit for the Unity game engine.Fastai-ASL-Classification-WebGL-Demo
An American Sign Language (ASL) classifier WebGL demo for the fastai to Unity tutorialtensorflow-js-unity-tutorial
In-Browser Hand Gesture Recognition for Unity with Fastai and TensorFlow.jsfastai-2022p2-notes
Shape-Key-Motion-Graphic-Blender-API
How to create a simple shape-key motion graphic in Blender using the Python APIpytorch-timm-gesture-recognition-tutorial-code
This repository contains the training code for my beginner-friendly tutorial titled "Fine-Tuning Image Classifiers with PyTorch and the timm library for Beginners".barracuda-inference-posenet-demo
A simple Unity project demonstrating how to perform 2D human pose estimation with the barracuda-inference-posenet package.cjm-yolox-pytorch
A PyTorch implementation of the YOLOX object detection model based on the mmdetection implementation.unity-barracuda-inference-base
This Unity package provides a foundation for performing inference with the Barracuda inference library. It includes a flexible base class to extend with task-specific packages.torchvision-annotation-tutorials
This repository contains jupyter notebooks for my tutorials showing how to load image annotation data from various formats and use it with torchvision.barracuda-inference-yolox-demo-brp
A simple Unity BRP (Built-in Render Pipeline) project demonstrating how to perform object detection with the barracuda-inference-yolox package using the in-game camera.pytorch-keypoint-rcnn-tutorial-code
This repository contains the code for my PyTorch Keypoint R-CNN tutorial.Unity-OpenVINO-YOLOX-In-Editor
This follow up tutorial updates the code and OpenVINO version so that the plugin can run in the Unity Editor.yolox-bytetrack-onnx-demo
A Visual Studio project demonstrating how to perform object tracking across video frames with YOLOX, ONNX Runtime, and the ByteTrack-Eigen library.tfjs-yolox-unity-tutorial
Create a TensorFlow.js plugin for the Unity game engine to perform object detection with a YOLOX model.unity-barracuda-inference-posenet
This Unity package extends the functionality of the barracuda-inference-base package to perform 2D human pose estimation using PoseNet models.hand-gesture-detector-webgl-demo
A hand gesture detector made with TensorFlow.js and Unityunity-2d-cv-tutorial-starter
A Unity starter project tailored for integrating and demonstrating 2D computer vision models in tutorials.End-to-End-In-Game-Style-Transfer-Tutorial
This tutorial series covers how to train your own style transfer model with PyTorch and implement it in Unity using the Barracuda library.tfjs-yolox-unity-live-demo
barracuda-image-classification-demo
A simple Unity project demonstrating how to perform image classification with the barracuda-inference-image-classification package.christianjmills
My personal blogpexels-dataset
This GitHub repository contains image attributes for a dataset of free-use stock photos.sentis-inference-yolox-demo
A simple Unity project demonstrating how to perform object detection with yolox using Sentis.onnx-models
A collection of models I've exported to ONNX formattensorflow-js-unity-live-demo
fastai-to-unity-tutorial
This beginner tutorial covers how to train an image classifier using the fastai library and implement it in a Unity game engine project using the Barracuda inference library.unity-media-display
Unity Media Display is a Unity package for creating a demo screen to display test images, videos, or webcam streams. It provides a set of utility functions for setting up a demo screen, updating its texture and transformations, and initializing and managing webcam streams.unity-cv-image-gallery
This Unity package provides an interactive image gallery and a Scroll View prefab, designed to facilitate testing of computer vision applications, such as image classification, object detection, and pose estimation.unity-deep-learning-image-preprocessor
This Unity package is designed for preparing image input to perform inference with deep learning models. The package includes shaders and compute shaders for various image processing tasks, such as cropping, normalizing, and flipping images.unity-yolox-utils
This Unity package provides utility functions to work with YOLOX object detection models. It helps in generating grid coordinates with strides, and extracting bounding box proposals from the model output.fastai-hand-gesture-classifier-webgl-demo
A hand gesture classifier made with Fastai, TensorFlow.js, and UnityOpenVINO-StyleTransfer-HDRP
This tutorial covers how to perform in-game style transfer in an HDRP project using the OpenVINO Toolkit.miniai-data-aug-experiments-unity
A Unity project for creating in-browser demos to compare models trained with different data augmentationsbarracuda-inference-yolox-demo-hdrp
A simple Unity HDRP project demonstrating how to perform object detection with the barracuda-inference-yolox package using the in-game camera.unity-barracuda-inference-image-classification
This Unity package extends the functionality of the barracuda-inference-base package to perform image classification using computer vision models.UnityMediaDisplay_Demo
UnityMediaDisplay_Demo is a simple demo project demonstrating how to use the Unity-Media-Display and Unity-CV-Image-Gallery packages in Unity.fastai-to-libtorch-to-unity-tutorial
This follow-up to the fastai-to-unity tutorial covers creating a LibTorch plugin for the Unity game engine.cjm-pytorch-utils
Some utility functions for working with PyTorch.cjm-pandas-utils
Some utility functions for working with Pandas.cjm-torchvision-tfms
Some custom Torchvision tranforms.Few-Shot-Patch-Based-Training
unity-bounding-box-2d-toolkit
This Unity package provides an easy-to-use and customizable solution to work with and visualize 2D bounding boxes on a Unity canvas.Interactive-Particle-Text-HTML-Canvas-JavaScript
My code from following Frank Dvorak's tutorial on creating interactive particle text with JavaScript and HTML CanvasCrop-Image-on-GPU-Unity
This tutorial covers how to efficiently crop images in Unity with a GPU.unity-onnx-inference-cv-plugin
This repository houses a simple native plugin for the Unity game engine, built in Visual Studio, that leverages the ONNX Runtime to perform inference with computer vision models. The plugin works with models that take a single RGB image.icevision-mask-rcnn-tutorial
Train a Mask R-CNN model on a custom dataset using the IceVision library and perform inference with ONNX Runtime.miniai-resnet18d-custom-trivial-aug-demo
An in-browser demo to compare models trained with different data augmentationsfastai-to-openvino-to-unity-tutorial
This follow-up to the fastai-to-unity tutorial covers creating an OpenVINO plugin for the Unity game engine.unity-tfjs-inference-yolox-demo
A simple Unity WebGL project demonstrating how to perform object detection with TensorFlow.js.barracuda-inference-yolox-bytetrack-demo
A simple Unity project demonstrating how to perform object tracking with the barracuda-inference-yolox package and the ByteTrack-Eigen library.unity-onnxruntime-inference-yolox-demo
A simple Unity project demonstrating how to perform object detection with ONNX Runtime.Love Open Source and this site? Check out how you can help us