Stacking generalization is a widely used technique among machine learning (ML) engineers, where multiple models are combined to boost overall predictive performance. On the other hand, hyperparameter optimization (HPO) involves systematically searching for the best set of hyperparameters to maximize the performance of a given ML algorithm. A common challenge when using both stacking and HPO…
]]>Join our contest that runs through June 17 and showcase your innovation using cutting-edge generative AI-powered applications using NVIDIA and LangChain technologies. To get you started, we explore a few applications for inspiring your creative journey, while sharing tips and best practices to help you succeed in the development process. There are many different practical applications…
]]>At Google I/O 2024, Google announced Firebase Genkit, a new open-source framework for developers to add generative AI to web and mobile applications using models like Google Gemini, Google Gemma. With Firebase Genkit, you can build apps that integrate intelligent agents, automate customer support, use semantic search, and convert unstructured data into insights. Genkit also includes a developer UI…
]]>Performing real-time inference with high accuracy is a challenging task, especially in a poor-visibility environment. With NVIDIA Jetson embedded platforms, teams at the recently concluded Defense Advanced Research Projects Agency (DARPA) Subterranean (SubT) Challenge were able to detect objects of interest with both high accuracy and high throughput. In this post, we will cover the results…
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