Create a Bounding Box from a Segmentation Mask in Python

Deep Learning, SyntheticsAdam KellyApril 2, 2023Synthetic Datasets, AIComment

ML-Agents Platformer: Curriculum Training for an Advanced Puzzle

Learn how to apply Curriculum Learning to your Unity ML-Agents project.

3D, Unity, Deep LearningAdam KellyMarch 23, 2021Unity ML AgentsComment

ML-Agents Platformer: Visual Coin Collector

Learn how to hook up a camera to your ML-Agent for visual input.

Unity, Deep LearningAdam KellyFebruary 13, 2021Unity ML AgentsComment

ML-Agents Python Setup with Anaconda

Learn how to set up your Python environment for Unity ML-Agents training with Anaconda.

3D, Deep Learning, UnityAdam KellyFebruary 8, 2021Unity ML Agents, Artificial Intelligence Comments

Simple Character Controller for Unity

Learn to create a simple 3d character controller in Unity. This is a great starting point for ML-Agents projects as well.

3D, Unity, Deep LearningAdam KellyJanuary 22, 2021Unity, Unity ML AgentsComment

Reinforcement Learning Penguins (Part 4/4) | Unity ML-Agents

3D, Deep Learning, UnityAdam KellyDecember 11, 2020Unity ML Agents, Unity Comments

Reinforcement Learning Penguins (Part 3/4) | Unity ML-Agents

3D, Deep Learning, UnityAdam KellyDecember 11, 2020Unity ML Agents, unity Comments

Reinforcement Learning Penguins (Part 2/4) | Unity ML-Agents

3D, Deep Learning, UnityAdam KellyDecember 11, 2020Unity ML Agents, Unity Comments

Reinforcement Learning Penguins (Part 1/4) | Unity ML-Agents

Unity Project Setup and Asset Import

3D, Deep Learning, UnityAdam KellyDecember 11, 2020Unity ML Agents, Unity Comments

Unity ML-Agents Setup

Learn to download ML-Agents, install Barracuda, import ML-Agents, and explore the PushBlock example project.

3D, Unity, Deep LearningAdam KellyDecember 11, 2020Unity ML AgentsComment

Blender for AI Developers

A free tutorial series that will teach you the Blender 3D fundamentals you’ll need if you want an incredible career in the Artificial Intelligence space creating 3D rendered synthetic datasets!

3D, Blender, Deep Learning, SyntheticsAdam KellyNovember 25, 2020Synthetic Datasets, synthetic image datasets, blender, Artificial IntelligenceComment

Synthetic Datasets with Blender

Blender is a powerful tool for training AI, check out this video series to learn why

3D, Blender, Deep LearningAdam KellyNovember 25, 2020blender, Synthetic Datasets, Artificial IntelligenceComment

Mask R-CNN with TensorFlow 2 on Windows 10

Mask R-CNN on Windows 10 with Tensorflow 2.2 and CUDA 10.1

How to Filter the COCO Dataset by Category

Learn how to filter COCO json by category.

Deep LearningAdam KellyJune 14, 2020COCO Dataset, computer visionComment

Train YOLACT with a Custom COCO Dataset

Learn to train YOLACT with a custom COCO dataset on Windows

Unity ML-Agents Tutorial List

A list of tutorials for Unity ML-Agents

3D, Deep Learning, UnityAdam KellyMarch 10, 2020Unity ML AgentsComment

YOLACT with Google Colab

Learn to use YOLACT++ for object segmentation in Google Colab

Deep LearningAdam KellyJanuary 9, 2020computer vision

Unity ML Agents | Penguins

In this Unity ML Agents tutorial you’ll learn how to use machine learning, specifically reinforcement learning in Unity to train penguins to find fish and feed their babies.

Unity, 3D, Deep LearningAdam KellyJuly 30, 2019Machine Learning, Unity ML Agents Comments

Unity Image Segmentation

Learn to create a object segmentation images in Unity. This tutorial explains how to use custom shaders to create and save color coded segmentation mask images in the Unity3d game engine.

Deep Learning, 3D, UnityAdam KellyJuly 6, 2019computer vision, segmentation

Unity Depth Camera Simulation

Learn to create a depth camera in Unity. This tutorial explains how to use custom shaders to create and save RGBD images in the Unity3d game engine.

Deep Learning, Unity, 3DAdam KellyJuly 3, 2019depth, rgbd, computer vision, simulation

Tutorials