Resources Archive

The Big Book of Synthetic Data Part 2

by Orly Zvitia, Director of AI, Datagen The Big Book of Synthetic Data answers all your burning questions about how to leverage synthetic data in your AI Models. Presented in several parts, the book discusses which synthetic data will benefit your model, how to deal with domain gaps, why you can trust synthetic data and...

Hillary Gordon

6/03/2023

Introducing the Big Book of Synthetic Data!

By Orly Zvitia, Director of AI, Datagen The Big Book of Synthetic Data answers all your burning questions about how to leverage synthetic data in your AI Models. Presented in several parts, the book discusses which synthetic data will benefit your model, how to deal with domain gaps, why you can trust synthetic data and...

Hillary Gordon

11/01/2023

Using Synthetic Images to Uncover Population Biases in Facial Landmarks Detection

as presented at NeurIPS 2021 Download the benchmark to: See how synthetic datasets can efficiently detect a model’s weak spots Learn how synthetic data helps models to overcome limitations of real test sets in terms of quantity and/or diversity Explore how to determine bias in a large test set

Hillary Gordon

14/12/2022

Learn How to Use Synthetic Data in 6 Easy Steps You’ve generated your first batch of synthetic data and built a baseline model. Now what? We’ve gathered everything you need to know in our newest eBook to walk you through using synthetic data to train your models. In this ebook you will learn how to:

Hillary Gordon

25/10/2022

Designing a Synthetic Data Solution

Learn how to create and iterate great synthetic datasets Download the ebook to: Discover the 3 main principles of successfully generating synthetic data Learn about using synthetic data to solve edge cases Understand how to control bias with synthetic data What are the core principles of creating synthetic data? With standard data acquisition processes, data...

Datagen

8/08/2022

Leveraging Synthetic Data for Hands-On-Wheel Detection

As presented at CVPR 2022 Find out how combining real and synthetic data can lead to safer driving in autonomous vehicles. Learn how using synthetic data, along with a very small amount of real examples, can boost performance relative to using the same amount of only-real data See a complete iteration of a data-centric approach...

Datagen

29/06/2022

Using Synthetic Data to Address Real-World Applications

On-demand webinar Synthetic data is gaining more and more traction and its real-world applications are enormous: from training models end-to-end, to testing models, filing in edge-case gaps and more. In this webinar, you’ll hear top industry experts share their journey with synthetic data using real examples. Hadas from Datagen discusses what it means to be...

Datagen

19/06/2022

Solving Privacy Concerns With Synthetic Data

Can we maintain user privacy while meeting the need for more data? The short answer is yes – with synthetic data. In this eBook, we outline the rise of privacy regulations and the use of synthetic data for addressing privacy concerns in machine learning. Download the eBook to learn about: The privacy challenges inherent in...

Datagen

3/03/2022

Facial Landmark Detection Using Synthetic Data

By Roey Ron / Datagen Research Team In this benchmark report, we show how we use synthetic data, generated with the Datagen Platform, to: Train a model with synthetic data and achieve results that are comparable to training with real data only, while using a test set composed of real images. Combine synthetic data with...

Datagen

13/02/2022