In this post, we help you understand codecs more. We’ll answer what is the best codec for video quality and which video codec is best by looking at several factors. We’ll also provide you with some tips for optimal settings and look closer at the next generation of codecs. Table of...
In this post, we cover everything you need to know about video encoding for live streaming. We explain what encoding is and what it does. Furthermore, we discuss the importance of each facet, helping you understand the process. Finally, we go through video compression, encoding formats,transc...
The ability to maintain successful object detection and image segmentation despite changes to an object’s orientation is essential to many robotics tasks. Self-supervised learning has been proposed as an effective way to train computer vision models to understand rotation without time-intensive collectio...
With word embedding, each word in the sentence is translated into a set of numbers before being fed into RNN variants, Transformer, or BERT to understand context. These numbers change over time while the neural net trains itself, encoding unique properties such as the semantics and contextual ...
Many generative AI models are ‘black box’ models, meaning it can be challenging or impossible to understand their decision-making processes; even the engineers or data scientists who create the underlying algorithm can understand or explain what exactly is happening inside it and how it arrives ...
Speech AI components typically form part of a larger voice-basedconversational AIsystem, which combines various technologies such as automatic speech recognition,large language model(LLM) enhanced withretrieval-augmented generation(RAG), and text-to-speech to understand and respond to different interactions...
The important thing to understand here is that Swift cannot tell at compile time whether an await call will suspend or not, and so the same (slightly) more expensive calling convention is used regardless of what actually takes place at runtime....
Businesses implementing their own models must understand what their systems are capable of and take steps to ensure their responsible use. Who owns the work generated by AI? Even if a business fine-tunes a model on its own data, generative AI models are trained on vast amounts of external ...
What is an encoder decoder model? The best way to understand the concept of an encoder-decoder model is by playing Pictionary. The rules of the game are very simple, player 1 randomly picks a word from a list and needs to sketch the meaning in a drawing. The role of the second player...
The Strange and Unique Ways You Can Use Generative AI How Interactive AI is the Next Phase of Generative AI 13 Free Generative AI Tools That Are Great for Beginners AI Literacy: Why We Must Start Educating Children (and Adults!) About Techopedia’s Editorial Process ...