After a credit card? An insurance policy? Ever wondered about the three-digit number that shapes these decisions? Introduction Scores are used by a large number of industries to make decisions. Financial institutions and insurance providers are using scores to determine whether someone is right for credit or a policy. Some nations are even using social…
Image from DALL-E 3
Generative AI is on steroids at the moment. It’s developing so quickly and more and more people want to be part of it by the day. At one point, everybody was saying that Data Science was the sexiest career, but it seems that a career in Generative AI has…
Personalized image generation is the process of generating images of certain personal objects in different user-specified contexts. For example, one may want to visualize the different ways their pet dog would look in different scenarios. Apart from personal experiences, this method also has use cases in personalized storytelling, interactive designs, etc. Although current text-to-image generation…
Learn how to ensure the quality of your embeddings, which can be essential for your machine-learning system. Creating quality embeddings is an essential part of most AI systems. Embeddings are the foundation on which an AI model can do its job, and creating high-quality embeddings is, therefore, an important element in making high-accuracy AI models.…
Sponsored Content
As companies look to make access to data easier for employees and external customers, more data leaders look to AI to help them. But, there remains a concern as to how to best setup AI bots and Large Language Models in order to ensure speedy access to correct data. Integrating…
View synthesis, integral to computer vision and graphics, enables scene re-rendering from diverse perspectives akin to human vision. It aids in tasks like object manipulation and navigation while fostering creativity. Early neural 3D representation learning primarily optimized 3D data directly, aiming to enhance view synthesis capabilities for broader applications in these fields. However, all these…
If you like or want to learn machine learning with scikit-learn, check out my tutorial series on this amazing package: Sklearn tutorial All images by author. Dummy models are very simplistic models that are meant to be used as a baseline to compare your actual models. A baseline is just some kind of reference…
In the world of business, keeping track of money matters is crucial, and that's where General Ledger Codes, or GL Codes, come into play. Think of these codes as the secret sauce that helps businesses organize their finances, making sure every dollar spent or earned is tracked accurately. GL Codes are not just about keeping…
Image by Freepik
Large Language Models (LLMs) like OpenAI's GPT and Mistral's Mixtral are increasingly playing an important role in the development of AI-powered applications. The ability of these models to generate human-like results makes them the perfect assistants for content creation, code debugging, and other time-intensive tasks.
However, one common challenge faced…
The advancement of AI has led to remarkable strides in understanding and generating content that bridges the gap between text and imagery. A particularly challenging aspect of this interdisciplinary field involves seamlessly integrating visual content with textual narratives to create cohesive and meaningful multi-modal outputs. This challenge is compounded by the need for systems that…