September 30, 2021
The ML-Agents Toolkit allows researchers and game developers to build and train agents in Unity environments using Reinforcement Learning (RL). RL is useful when it is easier to specify what task an agent needs to complete rather than how to do it. An agent learns to select ...
September 22, 2021
The Unity AI organization is working on amazing research and products in the areas of robotics, computer vision, and machine learning. Our AI summer interns all worked on relevant, AI-related projects that actually impact our products.
September 21, 2021
Designing computer vision solutions for home interior applications is complex, as gathering diverse and accurate data can be expensive, time consuming, and riddled with privacy concerns. Read on to find out how Unity’s synthetic dataset generation tools and services enable the de...
September 17, 2021
The Unity Computer Vision team developed the Perception Package to help our users build synthetic datasets using Unity’s realtime 3D engine. Synthetic data helps computer vision developers supplement their real-world datasets in machine learning based vision applications by elimi...
September 16, 2021
Our Unity Robotics team is focused on enabling robotics simulation by harnessing the power, assets, and integrability of the Unity engine while building robotics specific tools and packages that expand simulation capability. During the summer of 2021, our interns worked diligentl...
September 8, 2021
The game and film industries have provided us with a wealth of dynamic 3D content, letting you quickly bootstrap our synthetic data projects and start iterating on the data. With the Unity Perception package, you can import those assets, set them up for randomization, and generat...
August 6, 2021
Our Made with Unity: AI series showcases Unity projects made by creators for a range of purposes that involve our artificial intelligence products. In this example, ML-Agents empowered AI developers by allowing them to quickly and easily set up machine learning environments and t...
April 19, 2021
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...
April 9, 2021
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.
November 25, 2020
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...
November 19, 2020
Robot development workflows rely on simulation for testing and training, and we want to show you how roboticists can use Unity for robotics simulation.
November 11, 2020
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...
