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Kory Stiger

We're Building AutoML for Computer Vision Data

AutoML revolutionized machine learning model development. Can faster, better synthetic data do the same for computer vision training data?

Sammie Crowder

Synthetic Data Starters: Shelf Simulation

Get up and running with synthetic data in an instant using our starter sims. Here we present a shelf simulation for object detection models.

Michael Stewart

The 9 Best AI Newsletters

AI research and news breaks constantly. Subscribe to the best AI newsletters to stay up to date. Here are some of our personal favorites.

Elena Ponte

What Is Algorithmic Bias?

Artificial intelligence isn't neutral. Many AI systems exhibit algorithmic bias, a sort of automation of society's existing prejudices.

Hugo Ponte

Will Self-Supervised Visual Transformers Replace Pre-Trained CNNs?

Pre-trained CNNs remain the standard when training models for computer vision use cases. But Visual Transformers are showing potential.

Hugo Ponte

Synthetic Data Experiments: Package Detection

Porch pirates are no match for a computer vision model trained to detect your packages. But can you make it work with synthetic data alone?

Norman Ponte

What Are GANs? Generative Adversarial Networks Explained

Generative adversarial networks have been used to create fake people and photorealistic worlds. But what are GANs, and how do they work?

Hugo Ponte

What is Neural Rendering?

Neural rendering is a new approach to image synthesis. But how does it work, and just how does it differ from classical computer graphics?

Sammie Crowder

How to 3D Scan an Object for Synthetic Data

A simple tutorial walking through how to 3D scan an object and create a synthetic dataset for machine learning from the resulting model.

Hugo Ponte

The Future of Computer Vision

In the next ten years, computer vision will make huge strides. In this article, we take a look at the trends and breakthroughs of the 2010s

Norman Ponte

Patrick vs Squidward: Training Vote Detection AI with Synthetic Data

We trained a computer vision model to detect and count ballots using synthetic data. Start training AI of your own with our free sample data

Hugo Ponte

Training AI with CGI

We trained a computer vision model to identify the components of a Raspberry Pi board using exclusively synthetic data. You can too.