How to use the full capabilities of Matplotlib to tell a more compelling story Electricity Production by Source in the US — Image by AuthorTelling a compelling story with data gets way easier when the charts supporting this very story are clear, self-explanatory and visually pleasing to the audience. In many cases, substance and form…
The rapidly evolving domain of text-to-3D generative methods, the challenge of creating reliable and comprehensive evaluation metrics is paramount. Previous approaches have relied on specific criteria, such as how well a generated 3D object aligns with its textual description. However, these methods often must improve versatility and alignment with human judgment. The need for a…
What would you say it is you do here? Photo by Cookie the Pom on UnsplashNow that many of us are returning to the office and getting back into the swing after a winter break, I have been thinking a bit about the relationship between machine learning functions and the rest of the business. I…
Artificial intelligence has seen increased adoption in health care with dozens of promising results, including the ability to spot breast cancer and diagnose blood diseases much quicker than humans. However, AI is proving a double-edged sword, equipping cybercriminals with the tools to conduct sophisticated attacks with far-reaching consequences.
As the frequency of AI-based cyberattacks…
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The current trend in the machine-learning world is all about advanced models. The movement fueled mainly by many courses' go-to model is the complex model, and it looks much more incredible to use a model such as Deep Learning or LLMs. The business people also didn’t help with…
The constant visibility of hands in our daily activities makes them crucial for a sense of self-embodiment. The problem is the need for a digital hand model that is photorealistic, personalized, and relightable. Photorealism ensures a realistic visual representation, personalization caters to individual differences, and reliability allows for a coherent appearance in diverse virtual environments,…
Photo by Christian Dubovan on UnsplashThree tricks to prevent your data project from memory overflow A few years ago, I wrote a blog post on how to write memory-efficient loops in Python which became quite popular. The positive response encouraged me to write a second part, where I delve into additional memory optimization methods. When…
In the modern digital world, technology always changes to match what people and businesses need. The latest exciting technology is called the Internet of Things (IoT). It links everyday items and machines to the internet. This lets them gather, share, and study data. However, with more devices and data coming, it’s getting hard to handle…
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In this post, we will explore the new state-of-the-art open-source model called Mixtral 8x7b. We will also learn how to access it using the LLaMA C++ library and how to run large language models on reduced computing and memory.
Mixtral 8x7b is a high-quality sparse mixture of experts…
Integrating two-dimensional (2D) and three-dimensional (3D) data is a significant challenge. Models tailored for 2D images, such as those based on convolutional neural networks, need to be revised for interpreting complex 3D environments. Models designed for 3D spatial data, like point cloud processors, often fail to effectively leverage the rich detail available in 2D imagery.…