Over the years, the auditing landscape has undergone remarkable transformations, and among the most significant advancements has been the advent of audit automation software solutions. Research shows that adopting audit automation tools can significantly reduce costs and save time, and there has been a shift towards increased technology utilization. The advent of AI tools has…
Inception of LLMs - NLP and Neural Networks
The creation of Large Language Models didn’t happen overnight. Remarkably, the first concept of language models started with rule-based systems dubbed Natural Language Processing. These systems follow predefined rules that make decisions and infer conclusions based on text input. These systems rely on if-else statements…
Recent advancements in video generation have been driven by large models trained on extensive datasets, employing techniques like adding layers to existing models and joint training. Some approaches use multi-stage processes, combining base models with frame interpolation and super-resolution. Video Super-Resolution (VSR) enhances low-resolution videos, with newer techniques using varied degradation models to better mimic…
Responsibility & Safety
Published
2 August 2024
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Visual understanding is the abstracting of high-dimensional visual signals like images and videos. Many problems are involved in this process, ranging from depth prediction and vision-language correspondence to classification and object grounding, which include tasks defined along spatial and temporal axes and tasks defined along coarse to fine granularity, like object grounding. In light of…
Adding evaluation, automated data pulling, and other improvements. From Film Search to Rosebud 🌹. Image from Unsplash.Table of Contents Introduction Offline Evaluation Online Evaluation Automated Data Pulling with Prefect Summary Relevant Links A few months ago, I released the Film Search app, a Retrieval-Augmented Generation (RAG) application designed to recommend films based on user queries.…
On April 2, the World Health Organization launched a chatbot named SARAH to raise health awareness about things like how to eat well, quit smoking, and more. But like any other chatbot, SARAH started giving incorrect answers. Leading to a lot of internet trolls and finally, the usual disclaimer: The answers from the chatbot might…
Industries like aviation engineering, pharmaceutics and automotive manufacturing are beginning to rely on artificial intelligence for metrological instrument calibration, valuing it for its unparalleled accuracy and efficiency. How will this technology reshape conventional practices?
AI’s Role in Metrological Instrument Calibration
It shouldn’t be surprising that AI has applications in metrology — the science of…
Image by Editor | Midjourney
Let’s learn how to perform operation in Pandas with Large datasets.
Preparation
As we are talking about the Pandas package, you should have one installed. Additionally, we would use the Numpy package as well. So, install them both.
Then, let’s get into the central part of…
What’s the first thing you do once your salary is credited into your bank account? (Apart from spending it, of course...) I immediately rush to review my payslip to understand the earnings and deductions in detail. In this article, we will understand this document that has become an integral part of our monthly work ritual. …