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How to easily visualise MediaPipe’s human pose tracking with RerunHuman Pose Tracking | Image by AuthorWe explore a use case that leverages the power of MediaPipe…
Deep Neural Networks (DNNs) excel in enhancing surgical precision through semantic segmentation and accurately identifying robotic instruments and tissues. However, they face catastrophic forgetting and a…
Advancements in machine learning, specifically in designing neural networks, have made significant strides thanks to Neural Architecture Search (NAS). This technique, which automates the architectural design…
Image by Author If you’ve programmed in a language like C++ or Java, you’ve likely used enums to create named constants. Enums are helpful when…
Image by Author Are you on a new journey to start a new career in the data world? If yes, continue reading this blog. When…
The recent advancements in machine learning, particularly in generative models, have been marked by the emergence of diffusion models (DMs) as powerful tools for modeling complex…
Despite the significant strides in large language models (LLMs) such as ChatGPT, Llama2, Vicuna, and Gemini, they grapple with safety issues. This paper introduces a novel…
Quick Success Data ScienceTailor game night to your interests!Game Night word cloud (by the author)Are you tired of the same old board games on game night?…
LoRA, DoRA, AdaLoRA, Delta-LoRA, and more variants of low-rank adaptation.17 min read·16 hours agoLoRA comes in different shapes and varieties. Photo by Lucas George Wendt on…
Training large language models (LLMs) has posed a significant challenge due to their memory-intensive nature. The conventional approach of reducing memory consumption by compressing model weights…