As of spring 2017, JAMK University of Applied Sciences Institute of Information Technology has put a strong emphasis on development and application of artificial intelligence and data analytics for various purposes. Our work The main weight is on application of products based on open source code either to solve a real life problem of business and industry or solve problems in hackathon events using artificial intelligence or data analytics, or on other interesting cases. Staff members (lecturers and specialists) as well as students (writing a thesis or doing their practical training) work on artificial intelligence and data analytics. Recognizing pneumonia from x-ray images Using neural network and transferred learning to recognize pneumonia with small training data set. Explore on GitLab Image recognition demos Easy-to-use image recognition demos that work in a web browser. The open sets are used to teach the neural network developed using Keras (library). The loading of the model and the prediction are established by Tensorflow.js. Try out Recognize the traffic congestion using AI Artifial intelligence based traffic congestion recognition. The road weather camera images of Finnish Transport Agency were fetched and the number of objects (cars etc.) was calculated using the neural network. The number of objects is visualized as a heat map on Google Maps. Try the demo Explore on GitLab LAM-data realtime visualization Visualization demo application showing how to use deck.gl and react-map-gl to visualize LAM traffic data from liikennevirasto (Finnish Transport Agency) open data API. Explore on GitLab Read more! Explore all our artificial intelligence and data analytics cases. All cases Companies If your company needs information on possibilities of applying artificial intelligence or data analytics in your company, or if you have a clearly identifiable need for either of these, please contact us. Students We aim to continuously take in new students into our group as trainees or thesis writers. If you got interested, please submit a free-form application. Contact us! Rantonen Mika Lehtori, Senior Lecturer IT, Institute of Information Technology Teknologia, School of Technology +358407167269 firstname.lastname@jamk.fi Our partners