Several years ago, finding and classifying individual objects within an image was an extremely difficult task. Today, digital devices, using computer vision object detection, can easily and quickly identify the contents of images. This enables new ways of visual data understanding and analysis in various industries. Despite its advantages, traditional object detection can be [...]
Remember our previous blog on why agile transformation sometimes fails? By now you may already know that the reason behind the problem often lies in the approach or assumption itself. People tend to forget that agile transformation is not about a plannable transition from one destination to another, but a transition from a known state [...]
With your teams already working according to Scrum, becoming Agile should be easy, right? Moreover, the managers in your company are leadership professionals who regularly coach employees on self-leadership and self-reflection. Your company structure is lean and highly flexible. You have everything you need to undergo an agile transformation. Unfortunately, it's not working. What [...]
From Siri to Cortana to Alexa, voice assistants are rapidly becoming part of everyday life. But have you ever wondered how these voice assistants know that you're talking to them? The answer is that you simply call them by their name. Now you may be wondering how that is even possible. That's where Keyword Spotting [...]
In Germany, the number of electric vehicle charging points has increased from about 1,500 to more than 44,000 in 8 years. Despite this significant growth, there are still large gaps and low coverage in some areas. This has adversely affected the usability and adoption of electric vehicles. To address these issues, initiatives and funding [...]
It seems that not a day goes by without a headline announcing that a company has suffered from a data breach. Privacy violations not only endanger companies, but also its customers and partners. In this blog post, we take a look at the five most common types of data or privacy breaches you should be [...]
Thanks to Speech Translation (ST) technology, the task of translating speech in a source language into text in a target language is possible! Unfortunately, traditional cascaded ST approaches using Automatic Speech Recognition (ASR) and Machine Translation (MT) are prone to errors propagations. Due to that, end-to-end ST has recently been gaining more popularity instead. [...]
One of the first steps in creating a successful machine learning model is to gather high-quality data. State-of-the-art models like neural networks need a lot of training data in order to perform well. The truth is, before proceeding with any model training or any classification problem definition, you need a sufficiently large set of [...]
In our Natural Language Processing (NLP) blog series, we analyzed the importance of NLP in customer care and how to do it in 4 fundamental steps. This blog focuses on an NLP technique called "Topic Modeling" to understand customer data. Read more to discover how you can use this technique to help your business [...]
Welcome to the third and final part of our agile blog series! In the first and second blog, you learned what agile working means and how to get the right agile mindset. This blog - as the title suggests - gives you an overview of some of the famous agile frameworks. Though, it is [...]
