Is your limited dataset holding back the performance of your computer vision model? Using the power of the Unity Computer Vision Perception Package, Unity can unlock the potential of your computer vision model by generating custom datasets tailored to your specific requireme...
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 Pocket, an AI solution provider, used synthetic data to enable its computer vision models.
Deep Learning is now powering numerous AI technologies in daily life, and convolutional neural networks (CNNs) can apply complex treatments to images at high speeds. At Unity, we aim to propose seamless integration of CNN inference in the 3D rendering pipeline. Unity Labs, theref...
Robot development workflows rely on simulation for testing and training, and we want to show you how roboticists can use Unity for robotics simulation.
Each summer, interns join AI@Unity to develop highly impactful technology that forwards our mission to empower Unity developers with Artificial Intelligence and Machine Learning tools and services. This past summer was no different, and the AI@Unity group was delighted to have 24...
Powered by NVIDIA GPUs, Unity ArtEngine’s AI has simplified workflow, and helped create vMaterials – a free library of over 2,000 high-quality real-world materials. Creating realistic materials can be a time-consuming process. Even when working from high-quality references,...
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 safely before deployment. Read on to learn how this AI company came to use gaming technology to add value to such...
Advances in technology and the elevated expectations of today’s consumers continue to propel the demand for next-level content. The considerable cost of producing high-quality, ultra-realistic artwork at a faster rate is a harsh reality for creators across many industries, includ...
Our newest additions to the Unity Learn platform will teach you how to use Reinforcement Learning and AI to solve game development challenges and make better, smarter games.
Laing O’Rourke, one of the largest privately-owned construction companies in the UK, harnessed the power of Unity’s real-time 3D development platform to create an immersive virtual reality (VR) crane simulator to train its lift team before they ever step foot on a project.
Safet...
In v0.9 and v0.10 of ML-Agents, we introduced a series of features aimed at decreasing training time, namely Asynchronous Environments, Generative Adversarial Imitation Learning (GAIL), and Soft Actor-Critic. With our partner JamCity, we previously showed that the parallel Unity ...
Every Summer, we recruit interns to help us deliver on our mission to empower Unity developers with AI and Machine Learning tools and services. Last summer, the AI@Unity group had four fantastic interns working on impactful projects: Aryan Mann, PSankalp Patro, Ruo-Ping Dong, and...
