Research
Published
19 July 2024
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Technological advancements in sensors, AI, and processing power have propelled robot navigation to new heights in the last several decades. To take robotics to the next level and make them a regular part of our lives, many studies suggest transferring the natural language space of ObjNav and VLN to the multimodal space so the robot…
While we ingest the data from the API, we will apply some criteria. First, we will only ingest documents where the year is between 2016 and 2022. We want fairly recent language as terms and taxonomy of certain subjects can change over long periods of time. We will also add key terms and conduct multiple…
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 you…
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 definition…
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, there's…
Natural Language Processing (NLP) is a fascinating field that bridges the gap between human communication and machine understanding. One of the fundamental steps in NLP is text preprocessing, which transforms raw text data into a format that can be effectively analyzed and utilized by algorithms. In this blog, we’ll delve into three essential NLP preprocessing…
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 occupancy…
Image by Editor | Midjourney & Canva
Containers can sometimes behave unexpectedly due to configuration issues, application bugs, or resource constraints. In this tutorial, we'll go over the different methods to debug running containers by taking the example of a Postgres container.
Prerequisites
To follow along to this tutorial:
You should have…
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 their cost-volume computation and optimization methodologies, existing surveys categorize end-to-end architectures into 2D…