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Data annotation tools are the unsung heroes of AI and machine learning. From self-driving cars to AI-powered healthcare systems, these tools play a crucial role in ensuring the success and accuracy of AI projects. They enable the labeling and categorization of vast data, transforming raw information into high-quality, annotated datasets from which AI and…
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Integrating artificial intelligence into Internet of Things (IoT) devices isn’t a new concept, but it is still in the development and early adoption stages. In other words, no standard approach exists yet. How can you use AI and IoT data to personalize the customer experience?
How Do IoT Devices and AI Work Together?…
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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…
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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)…
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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…
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Inspired by Andrej Kapathy’s recent youtube video on Let’s reproduce GPT-2 (124M), I’d like to rebuild it with most of the training optimizations in Jax. Jax is built for highly efficient computation speed, and it is quite interesting to compare Pytorch with its recent training optimization, and Jax with its related libraries like Flax…
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Unveiling the Speakers, Agenda and Theme of Chatbot Conference 2024 Dear AI Enthusiasts, We’re thrilled to unveil the agenda for this year’s Chatbot Conference, scheduled for September 24–26 in the tech-savvy city of San Francisco. This year, we’re zeroing in on a groundbreaking theme: AI Agents and LLMs — The Tools That Do More…
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Accounts payable is a crucial aspect of financial management that every business owner and finance professional must understand. Put simply, accounts payable refers to the money a company owes its suppliers for goods or services purchased on credit. Effectively managing accounts payable is essential for maintaining healthy cash flow, fostering strong vendor relationships, and…
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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…