data pipelines for automotive AI

Comprehensive Data Pipelines for Automotive AI Deployments

How to Create, Optimize, and Scale Data Pipelines for Automotive AI When you think about artificial intelligence (AI) in the automotive industry, future roadways full of self-driving cars may immediately come to mind. While this isn’t our reality quite yet, there are numerous AI advancements in the auto industry that have enhanced safety as well as the in-car experience. As …

How to Build Successful Computer Vision Applications at Scale

How to Build Successful Computer Vision Applications

Navigating Computer Vision Projects From Prototype to Production Computer vision is quickly gaining traction in several industries as the availability of image data grows, and artificial intelligence (AI) becomes increasingly paramount to companies worldwide. Computer vision, or CV, is a form of machine learning (ML) that helps computers see and interpret images similar to the human eye. By classifying images …

Artificial Intelligence for Automotive Applications

Five Challenges of Artificial Intelligence for Automotive Applications

What to Watch For When Scaling AI Applications in the Auto Industry As more companies invest in automotive artificial intelligence (AI) solutions, we come ever closer to the large-scale deployment of a Level 5, fully-automatic self-driving car. Automotive organizations looking to be part of this AI disruption should already be thinking ahead about how to deploy their artificial intelligence for automotive …

data protection regulations and certifications

AI and Data Protection: Certifications and Regulations

Regulations You and Your Training Data Partner Need to Be Aware of to Minimize Risk It’s no secret that successful AI initiatives require time, money, and effort. But, a big roadblock to many models moving beyond experimentation has to do with data. High-quality training data often makes people think of very accurate data annotations, however, another important aspect of data …

Building the Road to the Future with Training Data for Autonomous Vehicles

Building the Road to the Future with Training Data for Autonomous Vehicles

Featuring: Kuo Chin Lien, Head of Computer Vision – Appen Liz Otto Hamel, Product Manager – Appen AI continues to dominate when it comes to autonomous vehicle development. But as advancements in self-driving cars are made, it’s important for companies working with AI to stay on top of the latest trends, AI use cases, and more. We’ll cover the importance …

Deploy with Confidence

How to Deploy AI with Confidence

Approaches to AI that Unlock Business Value Artificial intelligence (AI) is already transforming business, driving down costs, maximizing revenue, and enhancing customer experience. And many organizations are taking notice: The AI market size is expected to grow to $390.9 billion by 2025, and industries within the space show a similar trend—automotive AI, for example, is expected to grow by 35% year over year, and manufacturing …