Posts
Generative Models: A Deep Dive into VAEs, GANs, and Diffusion Models Link to heading
Generative models have transformed the landscape of artificial intelligence, enabling machines to create data, art, and simulations with remarkable realism. From Autoencoders to Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), and Diffusion Models, this article explores their evolution and applications. Dive into the mechanics and innovations driving this groundbreaking field.
Beyond the Kick: Unlocking penaltity prediction through learning Link to heading
In the first part, we explored the intricate relationship between various parameters and the direction of penalties taken by Harry Kane. Building on that foundation, we now seek to expand our analysis further by teaching a model to understand the complex relationships within our dataset.
Beyond the Kick! A data driven decomposition of penalties Link to heading
In this article, I aim to build upon traditional data by incorporating additional parameters, unlocking more complex relationships. By leveraging a broader set of attributes, I hope to reveal deeper insights into the dynamics of penalty-taking and improve overall strategy through data-driven analysis.
From Silhouettes to Insights: A Dive into Our Body Composition Scanner Link to heading
In this article, we aim to provide an overview of our efforts to research and explore the possibilities presented in the paper Human Proportions by Prof. John Verzani, and to build something meaningful and impactful from its findings.
Inside my First MLOp’s Project: Building, Deploying, and Beyond Link to heading
In this article we are trying to give an overview of our attempt at developing a end to end ML product housing a CNN classification model to predict the type of tumor, whose architecture is given below.
Beyond the Finish Line: Exploring the Numbers and Stats Behind the Epic F1 2021 Drivers Championship Link to heading
How Max Verstappen and Lewis Hamilton fought a epic battle to for the Drivers Championship?