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Multimodal artificial intelligence focuses on developing models capable of processing and integrating diverse data types, such as text and images. These models are essential for answering…
Adding evaluation, automated data pulling, and other improvements.From Film Search to Rosebud 🌹. Image from Unsplash.Table of ContentsIntroductionOffline EvaluationOnline EvaluationAutomated Data Pulling with PrefectSummaryRelevant LinksA few…
29 min read·16 hours agoSource: GPT-4oTL;DRIn the humanitarian response world there can be tens of thousands of tabular (CSV and Excel) datasets, many of which contain…
Video captioning has become increasingly important for content understanding, retrieval, and training foundation models for video-related tasks. Despite its importance, generating accurate, detailed, and descriptive video…
Deep learning has become a powerful tool for classifying pathological voices, particularly in the GRBAS (Grade, Roughness, Breathiness, Asthenia, Strain) scale assessment. The GRBAS scale is…
The ability to turn ideas into software products is a great skill to learn. In this blog, I will describe what it takes, and how to…
Which features carry the most weight? How do original features contribute to principal components? These 5 visualization types have the answer.Photo by Andrew Neel on UnsplashPrincipal…
Inception of LLMs – NLP and Neural Networks The creation of Large Language Models didn’t happen overnight. Remarkably, the first concept of language models started…
Image by Author Python’s built-in pathlib module makes working with filesystem paths super simple. In How To Navigate the Filesystem with Python’s Pathlib, we looked…
Recent advancements in video generation have been driven by large models trained on extensive datasets, employing techniques like adding layers to existing models and joint training.…