Iustina IvanovainDeelvin Machine LearningImage compression: convolutional neural networks vs. PNGDifferent image compression methods (neural networks and classical codecs) are described and testedApr 19, 20221Apr 19, 20221
Iustina IvanovaClimbing activity recognition with video dataRock climbing is considered to be born in the 19th century with alpine mountaineering in northern England and Italian Dolomites. It…Mar 16, 2022Mar 16, 2022
Iustina IvanovaActivity Detection in Sport Climbing: literature reviewActivity modelingMar 13, 2022Mar 13, 2022
Iustina IvanovainDeelvin Machine LearningHow to play Google Chrome Dino game using reinforcement learningThis article discusses the main principles of reinforcement learning (RL) and demonstrates how to automatize a well-known Google Chrome…Aug 24, 2021Aug 24, 2021
Iustina IvanovaReal-time identification of standing using a web camera.Web tracking is a fast-growing area of data science since the first papers about action detection were published. In this article, I would…Oct 26, 20201Oct 26, 20201
Iustina IvanovaQuickdraw detection via video: climbing gym analytics for climbing gym owners.In this article, I would like to describe a system for quickdraw detection in a climbing wall. Sport climbing is an extreme sport and…Oct 26, 2020Oct 26, 2020
Iustina IvanovainTowards Data ScienceTraining RetinaNet to detect pliers.In this article, I would like to tell how RetinaNet was trained to detect pliers and hammer instruments. The dataset was taken from an…Nov 22, 20192Nov 22, 20192
