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In robotics, understanding the position and movement of a sensor suite within its environment is crucial. Traditional methods, called Simultaneous Localization and Mapping (SLAM), often face challenges with unsynchronized sensor data and require complex computations. These methods must estimate the position at…
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Benchmarking Lag-Llama against XGBoost Cliffs near Ribadesella. Photo by Enric Domas on UnsplashOn Hugging Face, there are 20 models tagged “time series” at the time of writing. While certainly not a lot (the “text-generation-inference” tag yields 125,950 results), time series forecasting with foundation models is an interesting enough niche for big companies like Amazon,…
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Generative artificial intelligence (GenAI) is revolutionising the tech industry. Different platforms are now capable of generating output based on a few lines of text. Midjourney can create stunning images, Synthesia can produce dynamic visuals and scenes, and the popular ChatGPT can assist with coding. As GenAI grows and gains popularity at an exponential rate,…
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Copying tables from PDFs to Excel can be a nightmare. Wonky formatting, lost data, and inconsistencies can make you want to pull your hair out. It's a chore nobody wants to do, especially when dealing with complex tables, inconsistent layouts, multiple languages, and unstructured data. You know you're in for a tough time when…
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This tutorial blog examines some of the use cases of key-value pair extractions, the traditional and current approaches to solving the task, and a sample implementation with code. You encounter KVPs more often than you might realize. Remember the last time you flipped through a dictionary? Each word (the key) is paired with its…
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There’s never been more pressure to optimize the workplace. Over the last few years, turbulent economic conditions have left many businesses looking for ways to cut costs and promote productivity in the office. Capitalizing on the Internet of Things (IoT) is a great way to do that.
IoT devices like smart thermostats and…
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IInvoice management software is transforming financial processes for businesses in 2024. If you're looking to streamline your invoicing, you're making a smart move that could save your company time and money. Many businesses face challenges with invoice processing—from data entry errors to delayed payments. These issues can impact cash flow and overall efficiency. Fortunately,…
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In Python, strings are immutable sequences of characters that are human-readable and typically encoded in a specific character encoding, such as UTF-8. While bytes represent raw binary data. A byte object is immutable and consists of an array of bytes (8-bit values). In Python 3, string literals are Unicode…
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A fundamental topic in computer vision for nearly half a century, stereo matching involves calculating dense disparity maps from two corrected pictures. It plays a critical role in many applications, including autonomous driving, robotics, and augmented reality, among many others.
According to…