​ Large-scale pre-trained Vision and language models have demonstrated remarkable performance in numerous applications, allowing for the replacement of a fixed set of supported classes with zero-shot open vocabulary reasoning over (nearly arbitrary) natural language queries. However, recent research has revealed a fundamental flaw in… Read More »MIT Researchers Created a New Annotated Synthetic Dataset of Images that Depict a Wide Range of Scenarios to Help Machine-Learning Models Understand the Concepts in a Scene Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

​ With the significant advancement in the field of Artificial Intelligence, the sub-fields of AI, including Natural Language Processing, Natural Language Understanding, Computer Vision, etc., are also improving at a fast pace. In the realm of computer vision and image processing, picture restoration is an… Read More »Meet DiffBIR: An AI Approach That Addresses The Blind Image Restoration Problem Using Pretrained Text-To-Image Diffusion Models Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​ Stability AI has unveiled a groundbreaking technology, Stable Audio, marking a significant stride in audio generation. This innovative solution addresses the challenge of creating custom audio clips from simple text prompts. While Stability AI gained renown for its text-to-image generation technology, Stable Diffusion, it… Read More »Stability AI Introduces Stable Audio: A New Artificial Intelligence Model That Can Generate Audio Clips From Text Prompts Niharika Singh Artificial Intelligence Category – MarkTechPost

​ A neural network architecture called a Mixture-of-Experts (MoE) combines the predictions of various expert neural networks. MoE models deal with complicated jobs where several subtasks or elements of the problem call for specialized knowledge. They were introduced to strengthen neural networks’ representations and enable… Read More »Unlocking Efficiency in Vision Transformers: How Sparse Mobile Vision MoEs Outperform Dense Counterparts on Resource-Constrained Applications Rachit Ranjan Artificial Intelligence Category – MarkTechPost

​ The arrival of Large Language Models (LLMs) has attracted attention from many fields because of several important factors coming together. These factors include the availability of huge amounts of data, improvements in computer power, and breakthroughs in the design of neural networks. Prominent models… Read More »This AI Research Introduces AstroLLaMA: A 7B Parameter Model Fine-Tuned from LLaMA-2 Using Over 300K Astronomy Abstracts From ArXiv Janhavi Lande Artificial Intelligence Category – MarkTechPost

​Posted by Haolin Jia, Software Engineer, and Qifei Wang, Senior Software Engineer, Core ML In recent years, we have witnessed rising interest across consumers and researchers in integrated augmented reality (AR) experiences using real-time face feature generation and editing functions in mobile applications, including short… Read More »MediaPipe FaceStylizer: On-device real-time few-shot face stylization Google AI Google AI Blog

​ In Python, Tuple unpacking is a feature that allows us to assign values to multiple variables in a single statement. It works by unpacking a sequence (e.g., a tuple, list, or string) into individual variables. Unpacking is not limited to lists, you can also use… Read More »Python List Unpacking with Examples Malli Spark By {Examples}

​ How to remove spaces from a string in Python? Removing spaces from a string involves eliminating any whitespace characters present within the string. Whitespace characters include spaces, tabs, and newline characters. The process consists of scanning the entire string and then excluding or replacing… Read More »Python Remove Spaces From String Malli Spark By {Examples}

​ Large language model (LLM) agents are programs that extend the capabilities of standalone LLMs with 1) access to external tools (APIs, functions, webhooks, plugins, and so on), and 2) the ability to plan and execute tasks in a self-directed fashion. Often, LLMs need to… Read More »Learn how to build and deploy tool-using LLM agents using AWS SageMaker JumpStart Foundation Models John Hwang AWS Machine Learning Blog