Hugo PonteJun 28, 20214 minWhy Blender Is the Best Software for the 3D WorkflowFolks working in 3D have no shortage of software options. Here's why we think Blender is the best overall tool for the modern 3D workflow.
Kory StigerJun 24, 20213 minWe're Building AutoML for Computer Vision DataAutoML revolutionized machine learning model development. Can faster, better synthetic data do the same for computer vision training data?
Sammie CrowderJun 17, 20214 minSynthetic Data Starters: Shelf SimulationGet up and running with synthetic data in an instant using our starter sims. Here we present a shelf simulation for object detection models.
Michael StewartJun 16, 20213 minThe 9 Best AI NewslettersAI research and news breaks constantly. Subscribe to the best AI newsletters to stay up to date. Here are some of our personal favorites.
Elena PonteJun 3, 20215 minWhat Is Algorithmic Bias?Artificial intelligence isn't neutral. Many AI systems exhibit algorithmic bias, a sort of automation of society's existing prejudices.
Hugo PonteMay 27, 20213 minWill 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 PonteMay 20, 20212 minSynthetic Data Experiments: Package DetectionPorch 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 PonteMay 18, 20213 minWhat Are GANs? Generative Adversarial Networks ExplainedGenerative adversarial networks have been used to create fake people and photorealistic worlds. But what are GANs, and how do they work?
Elena PonteMay 11, 20216 minThe EU's New AI Regulation FrameworkThe European Commission has introduced a legal framework for AI regulation. Here we've summarized the proposal's goals and how it will work.
Hugo PonteMay 4, 20213 minWhat 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 CrowderApr 29, 20214 minHow to 3D Scan an Object for Synthetic DataA simple tutorial walking through how to 3D scan an object and create a synthetic dataset for machine learning from the resulting model.
Michael StewartApr 21, 20213 minThe FTC Issues a Warning on Algorithmic BiasThis week the FTC published an explicit rebuke of algorithmic bias and the creation or use of AI systems that produce biased outcomes.
Hugo PonteMar 29, 20213 minSynthetic Data is Dynamic DataTools that give developers end-to-end control over their deep learning projects are fundamentally changing the way machine learning is done.
Michael StewartMar 2, 20215 minWhat Is Synthetic Data? Or, The Treachery of ImagesRené Magritte’s most famous painting is The Treachery of Images. What can it teach us about synthetic data and the way that humans learn?
Michael StewartFeb 11, 20215 minFive Big Problems With Labeled DataAdoption of computer vision across industries has increased the demand for labeled data. But training with labeled data presents challenges.
Hugo PonteDec 17, 20205 minThe Future of Computer VisionIn 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
Elena PonteNov 16, 20205 minCalifornia Privacy Rights Act Updates California's Privacy LawsCalifornia, the first state to implement a comprehensive privacy law, now has an updated set of rules: the California Privacy Rights Act.
Michael StewartNov 9, 20202 minIs It Data Set or Dataset?Is it one word or two? In this deep dive, we aim to answer the question of whether folks should be using data set or dataset.
Norman PonteOct 20, 20204 minPatrick vs Squidward: Training Vote Detection AI with Synthetic DataWe 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 PonteSep 13, 20203 minTraining AI with CGIWe trained a computer vision model to identify the components of a Raspberry Pi board using exclusively synthetic data. You can too.