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

+11 setembro 17, 20203

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... Ler mais

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... Ler mais

The power of Unity in AI

+1 julho 24, 2020Responder

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... Ler mais

Scaling Kubernetes Jobs for Unity Simulation

+4 junho 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... Ler mais

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

+4 junho 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, ... Ler mais

Announcing ML-Agents Unity Package v1.0!

+4 maio 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... Ler mais

Exploring new ways to simulate the coronavirus spread

+5 maio 8, 20204

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

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

+2 maio 1, 20204

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

Optimize your game balance with Unity Game Simulation

+2 março 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... Ler mais

Learn to leverage Artificial Intelligence to enhance your Unity projects

março 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... Ler mais

Training intelligent adversaries using self-play with ML-Agents

fevereiro 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 ... Ler mais

Accelerating ML Research: Meet us at NeurIPS 2019

+2 novembro 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... Ler mais

Training your agents 7 times faster with ML-Agents

novembro 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... Ler mais

The AI@Unity interns help shape the world

+3 outubro 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... Ler mais