• This repository has been archived on 13/Mar/2023
  • Stars
    star
    1
  • Language
    C++
  • Created over 1 year ago
  • Updated over 1 year ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

More Repositories

1

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.
C#
99
star
2

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.
C#
36
star
3

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.
C++
27
star
4

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.
Jupyter Notebook
23
star
5

Unity-OpenVINO-YOLOX

This tutorial series covers how to perform object detection in the Unity game engine with the OpenVINOâ„¢ Toolkit.
C#
19
star
6

onnx-directml-unity-tutorial

This tutorial covers creating an object detection plugin for a Unity game engine project using ONNX Runtime and DirectML.
C#
16
star
7

unity-barracuda-inference-yolox

This Unity package extends the functionality of the barracuda-inference-base package to perform object detection using YOLOX models.
C#
12
star
8

barracuda-inference-yolox-demo

A simple Unity project demonstrating how to perform object detection with the barracuda-inference-yolox package.
ShaderLab
11
star
9

Barracuda-Style-Transfer-HDRP

This tutorial covers how to perform in-game style transfer in an HDRP project using the Barracuda infefence library.
C#
10
star
10

pytorch-yolox-object-detection-tutorial-code

This repository contains the training code for my PyTorch YOLOX object detection tutorial.
Jupyter Notebook
9
star
11

pytorch-mask-rcnn-tutorial-code

This repository contains the code for my PyTorch Mask R-CNN tutorial.
Jupyter Notebook
9
star
12

Unity-OpenVINO-Plugin

This tutorial series covers how to create a plugin that leverages the OpenVINOâ„¢ Toolkit for the Unity game engine.
C#
8
star
13

Fastai-ASL-Classification-WebGL-Demo

An American Sign Language (ASL) classifier WebGL demo for the fastai to Unity tutorial
HTML
7
star
14

tensorflow-js-unity-tutorial

In-Browser Hand Gesture Recognition for Unity with Fastai and TensorFlow.js
Jupyter Notebook
6
star
15

fastai-2022p2-notes

Jupyter Notebook
5
star
16

Shape-Key-Motion-Graphic-Blender-API

How to create a simple shape-key motion graphic in Blender using the Python API
Python
5
star
17

pytorch-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".
Jupyter Notebook
5
star
18

barracuda-inference-posenet-demo

A simple Unity project demonstrating how to perform 2D human pose estimation with the barracuda-inference-posenet package.
ShaderLab
5
star
19

cjm-yolox-pytorch

A PyTorch implementation of the YOLOX object detection model based on the mmdetection implementation.
Jupyter Notebook
5
star
20

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.
C#
5
star
21

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.
Jupyter Notebook
5
star
22

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.
ShaderLab
4
star
23

pytorch-keypoint-rcnn-tutorial-code

This repository contains the code for my PyTorch Keypoint R-CNN tutorial.
Jupyter Notebook
4
star
24

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.
C#
4
star
25

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.
C++
4
star
26

unity-human-pose-2d-toolkit

This Unity package provides an easy-to-use and customizable solution to work with and visualize 2D human poses on a Unity canvas.
C#
4
star
27

tfjs-yolox-unity-tutorial

Create a TensorFlow.js plugin for the Unity game engine to perform object detection with a YOLOX model.
Jupyter Notebook
4
star
28

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.
C#
3
star
29

hand-gesture-detector-webgl-demo

A hand gesture detector made with TensorFlow.js and Unity
HTML
3
star
30

unity-2d-cv-tutorial-starter

A Unity starter project tailored for integrating and demonstrating 2D computer vision models in tutorials.
ShaderLab
3
star
31

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.
C#
3
star
32

tfjs-yolox-unity-live-demo

HTML
3
star
33

barracuda-image-classification-demo

A simple Unity project demonstrating how to perform image classification with the barracuda-inference-image-classification package.
ShaderLab
2
star
34

christianjmills

My personal blog
SCSS
2
star
35

pexels-dataset

This GitHub repository contains image attributes for a dataset of free-use stock photos.
Jupyter Notebook
2
star
36

sentis-inference-yolox-demo

A simple Unity project demonstrating how to perform object detection with yolox using Sentis.
ShaderLab
2
star
37

onnx-models

A collection of models I've exported to ONNX format
2
star
38

tensorflow-js-unity-live-demo

HTML
2
star
39

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.
Jupyter Notebook
2
star
40

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.
C#
2
star
41

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.
C#
2
star
42

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.
C#
2
star
43

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.
C#
2
star
44

fastai-hand-gesture-classifier-webgl-demo

A hand gesture classifier made with Fastai, TensorFlow.js, and Unity
HTML
2
star
45

OpenVINO-StyleTransfer-HDRP

This tutorial covers how to perform in-game style transfer in an HDRP project using the OpenVINO Toolkit.
C#
1
star
46

miniai-data-aug-experiments-unity

A Unity project for creating in-browser demos to compare models trained with different data augmentations
ShaderLab
1
star
47

barracuda-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.
ShaderLab
1
star
48

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.
C#
1
star
49

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.
ShaderLab
1
star
50

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.
Jupyter Notebook
1
star
51

cjm-pytorch-utils

Some utility functions for working with PyTorch.
Jupyter Notebook
1
star
52

cjm-pandas-utils

Some utility functions for working with Pandas.
Jupyter Notebook
1
star
53

cjm-torchvision-tfms

Some custom Torchvision tranforms.
Jupyter Notebook
1
star
54

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.
C#
1
star
55

Interactive-Particle-Text-HTML-Canvas-JavaScript

My code from following Frank Dvorak's tutorial on creating interactive particle text with JavaScript and HTML Canvas
JavaScript
1
star
56

Crop-Image-on-GPU-Unity

This tutorial covers how to efficiently crop images in Unity with a GPU.
C#
1
star
57

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.
C++
1
star
58

icevision-mask-rcnn-tutorial

Train a Mask R-CNN model on a custom dataset using the IceVision library and perform inference with ONNX Runtime.
Jupyter Notebook
1
star
59

miniai-resnet18d-custom-trivial-aug-demo

An in-browser demo to compare models trained with different data augmentations
HTML
1
star
60

fastai-to-openvino-to-unity-tutorial

This follow-up to the fastai-to-unity tutorial covers creating an OpenVINO plugin for the Unity game engine.
Jupyter Notebook
1
star
61

unity-tfjs-inference-yolox-demo

A simple Unity WebGL project demonstrating how to perform object detection with TensorFlow.js.
ShaderLab
1
star
62

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.
ShaderLab
1
star
63

unity-onnxruntime-inference-yolox-demo

A simple Unity project demonstrating how to perform object detection with ONNX Runtime.
ShaderLab
1
star