Machine Learning

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On-Demand QA Testing with Unity Automated QA

April 16, 20213

Games are incredibly challenging to test. Game developers build games from components, yet the player interacts with a visual and dynamic world that is much more interesting and complex than a sum of components.   Due to the complexity of modern games, even the most sophistica... Read more

Games are incredibly challenging to test. Game developers build games from components, yet the player interacts with a visual and dynamic world that is much more interesting and complex than a sum of components.   Due to the complexity of modern games, even the most sophistica... Read more

Boosting computer vision performance with synthetic data

+2 April 9, 20212

You need a lot of data to train a computer vision model to effectively interpret its surroundings, which can strain resources. Read this guest post to discover how Neural... Read more

Happy holidays from the Unity ML-Agents team!

+1 December 28, 20202

On behalf of the Unity ML-Agents team, we want to wish everyone and their loved ones a happy holiday and new year!  As we close out 2020, we wanted to take a moment to hi... Read more

Automate your playtesting: Create Virtual Players for Game Simulation

December 11, 20201

It’s easy to automate playtesting by creating a Virtual Player (a game-playing agent), then using Game Simulation to run automated playtests at scale. Read on to discover... Read more

Real-time style transfer in Unity using deep neural networks

+2 November 25, 20209

Deep Learning is now powering numerous AI technologies in daily life, and convolutional neural networks (CNNs) can apply complex treatments ... Read more

How Eidos-Montréal created Grid Sensors to improve observations for training agents

+2 November 20, 20202

Within Eidos Labs, several projects use machine learning. The Automated Game Testing project tackles the problem of testing the functionalit... Read more

Robotics simulation in Unity is as easy as 1, 2, 3!

+5 November 19, 20207

Robot development workflows rely on simulation for testing and training, and we want to show you how roboticists can use Unity for robotics ... Read more

How Metric Validation can help you finetune your game

November 13, 20205

Over the past year, Unity Game Simulation has enabled developers to balance their games during development by running multiple playthroughs ... Read more

2020 AI@Unity interns shoutout

+6 November 11, 2020

Each summer, interns join AI@Unity to develop highly impactful technology that forwards our mission to empower Unity developers with Artific... Read more

Training a performant object detection ML model on synthetic data using Unity computer vision tools

+11 September 17, 20204

Supervised machine learning (ML) has revolutionized artificial intelligence and has led to the creation of numerous innovative products. How... Read more

The power of Unity in AI

+1 July 24, 2020

Since 2018, Cross Compass has integrated Unity into the pipeline of several of its consulting services for the manufacturing field to train ... Read more

Scaling Kubernetes Jobs for Unity Simulation

+4 June 17, 20202

Unity Simulation enables product developers, researchers, and engineers to smoothly and efficiently run thousands of instances of parameteri... Read more

Use Unity’s computer vision tools to generate and analyze synthetic data at scale to train your ML models

+4 June 10, 20204

Synthetic data alleviates the challenge of acquiring labeled data needed to train machine learning models. In this post, the second in our b... Read more