Smart systems, data analysis and software technology
There is a lot of hype ongoing about the amazing capabilities of OpenAI’s ChatGPT and how it will revolutionize the writing of texts. Schools and universities are worried that ChatGPT will widely be used by students to summarize larger texts, books or general topics. Those ChatGPT generated texts, which seem perfect in word, sentences and […]
For years, I have been struggling with my network camera and its inability to correctly detect motion without generating a storm of false positive images. No matter how I configure the sensitivity of my camera, it is generating thousands of false-positive motion pictures each single day. It seems as if the motion detection intelligence within […]
Last week I stumbled across a great opportunity that was announced within the Google Cloud Blog, which I am regularly scanning for latest GCP innovations. They offered a 30 days free subscription for their new Google Cloud Skill Boost learning platform, which I immediately accepted. Eager to deepen my existing knowledge on GCP cloud services, […]
Within the last weeks, I thought about building a service for automatically answering incoming user questions by using a repository of previously answered questions. The benefit of such an automatic answering system is obvious, but as a foundation for that implementation, a trained text association model is needed. A large corpus of existing texts therefore […]
Streamlit is one of the hottest topics around the data science community at the moment. I came across Streamlit when our data science team presented their results in a web application that looked that professional that I simply couldn’t believe how they could build that app in so little time (and not having designers and […]
When I last visited Google Next conference in 2018, I could not really imagine how the world will change in the next 2 years due to the Covid crisis. Within weeks all on-site conferences and events were canceled and the communities lived on in virtual space. Same happened to Google I/O as it was canceled […]
One of the challenges that agricultural businesses faced especially here in Austria during the Covid crisis, was the tremendous shortage of manual labor during various harvesting seasons. At the beginning of spring, one of the first agricultural product in our region is asparagus. Harvesting season for asparagus is extremely short, so a spike of manual, […]
Word embeddings within machine learning and artificial intelligence models are used to analyse the semantic similarity of words within texts and therefore to gain deeper knowledge during sentient text analysis and classification. Word embeddings represent pre-trained databases of a given vocabulary where each word comes with a unique numeric vector that represents its position within […]
One of the most fascinating topics within recent years is the tremendous speed with which Tesla took over the e-mobility market. Within less than 5 years Tesla became one of the leading car vendors worldwide in terms of newly registered cars. Despite all critical arguments against e-mobility and electric vehicles in general, Tesla’s market cap […]
Artificial-Intelligence and machine-learning models are trained, tested and used with their accuracy in mind and therefore its crucial to closely observe and monitor your AI model during the design phase. TensorFlow offers a convenient way to attach a TensorBoard callback hook to your machine-learning model to receive and visualise the training and test performance of […]