On September 17, 2017, the first version of Unity Machine Learning Agents Toolkit (ML-Agents) was released. The mission was simple – allow g... Подробнее
Training a performant object detection ML model on synthetic data using Unity Perception tools
Supervised machine learning (ML) has revolutionized artificial intelligence and has led to the creation of numerous innovative products. However, with supervised machine learning, there is always a need for larger and more complex datasets, and collecting these datasets is costly... Подробнее
Supervised machine learning (ML) has revolutionized artificial intelligence and has led to the creation of numerous innovative products. However, with supervised machine learning, there is always a need for larger and more complex datasets, and collecting these datasets is costly... Подробнее
The power of Unity in AI
Since 2018, Cross Compass has integrated Unity into the pipeline of several of its consulting services for the manufacturing field to train and validate AI algorithms saf... Подробнее
Scaling Kubernetes Jobs for Unity Simulation
Unity Simulation enables product developers, researchers, and engineers to smoothly and efficiently run thousands of instances of parameterized Unity builds in batch in t... Подробнее
Use Unity’s perception tools to generate and analyze synthetic data at scale to train your ML models
Synthetic data alleviates the challenge of acquiring labeled data needed to train machine learning models. In this post, the second in our blog series on synthetic data, ... Подробнее
Computer simulation has been used for decades by researchers, engineers, problem solvers, and policy makers in many fields, including the st... Подробнее
Synthetic data helps many organizations overcome the challenge of acquiring labeled data needed for training machine learning models. This b... Подробнее
On March 23rd, we announced Unity Game Simulation at the Google for Games Developer Summit. Unity Game Simulation is a cloud service that en... Подробнее
Our newest additions to the Unity Learn platform will teach you how to use Reinforcement Learning and AI to solve game development challenge... Подробнее
In the latest release of the ML-Agents Toolkit (v0.14), we have added a self-play feature that provides the capability to train competitive ... Подробнее
In a few short weeks, Unity will be heading to NeurIPS in Vancouver (December 8–14). We’re sponsoring the main conference and the Women in M... Подробнее
In v0.9 and v0.10 of ML-Agents, we introduced a series of features aimed at decreasing training time, namely Asynchronous Environments, Gene... Подробнее
Every Summer, we recruit interns to help us deliver on our mission to empower Unity developers with AI and Machine Learning tools and servic... Подробнее