November 21, 2022
Synthetic data in Unity now includes synthetic humans and homes in this major release of our open-source, computer-vision tools, dubbed Perception 1.0.
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...
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.
September 17, 2020
ByYou-Cyuan Jhang, Adam Palmar, Bowen Li, Saurav Dhakad, Sanjay Kumar Vishwakarma, Jonathan Hogins, Adam Crespi, Chris Kerr, sharmila-chockalingam, Cesar Romero, Alex Thaman, Sujoy Ganguly
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...
June 10, 2020
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, we will introduce tools from Unity to generate and analyze synthetic datasets with an illustrative example of ...