机器学习

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

+11 九月 17, 20202

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... 阅读更多

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... 阅读更多

The power of Unity in AI

+1 七月 24, 2020回复

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... 阅读更多

Scaling Kubernetes Jobs for Unity Simulation

+4 六月 17, 20202

Unity Simulation enables product developers, researchers, and engineers to smoothly and efficiently run thousands of instances of parameterized Unity builds in batch in t... 阅读更多

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

+4 六月 10, 20204

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, ... 阅读更多

Announcing ML-Agents Unity Package v1.0!

+4 五月 12, 202013

On September 17, 2017, the first version of Unity Machine Learning Agents Toolkit (ML-Agents) was released. The mission was simple – allow g... 阅读更多

Exploring new ways to simulate the coronavirus spread

+5 五月 8, 20204

Computer simulation has been used for decades by researchers, engineers, problem solvers, and policy makers in many fields, including the st... 阅读更多

Synthetic data: Simulating myriad possibilities to train robust machine learning models

+2 五月 1, 20204

Synthetic data helps many organizations overcome the challenge of acquiring labeled data needed for training machine learning models. This b... 阅读更多

Optimize your game balance with Unity Game Simulation

+2 三月 24, 20209

On March 23rd, we announced Unity Game Simulation at the Google for Games Developer Summit. Unity Game Simulation is a cloud service that en... 阅读更多

Learn to leverage Artificial Intelligence to enhance your Unity projects

三月 6, 202013

Our newest additions to the Unity Learn platform will teach you how to use Reinforcement Learning and AI to solve game development challenge... 阅读更多

Training intelligent adversaries using self-play with ML-Agents

二月 28, 202010

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 ... 阅读更多

Accelerating ML Research: Meet us at NeurIPS 2019

+2 十一月 29, 20191

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... 阅读更多

Training your agents 7 times faster with ML-Agents

十一月 11, 20193

In v0.9 and v0.10 of ML-Agents, we introduced a series of features aimed at decreasing training time, namely Asynchronous Environments, Gene... 阅读更多

The AI@Unity interns help shape the world

+3 十月 21, 20193

Every Summer, we recruit interns to help us deliver on our mission to empower Unity developers with AI and Machine Learning tools and servic... 阅读更多