ODS.ai Odessa Meetup No. 2

February 12, we invite everyone to the second ODS.ai Meetup in Odessa.       On it you will learn about the argumentation and semantic segmentation of images, as well as new ML services from AWS, which were presented at re: Invent 2019. Speakers will share their experience in real projects and the hacks that they use in kaggle competitions.              Program:       18.30-18.50 - Registration              18.50-19.00 - Open Data Science community and our activities in Odessa.              19.00-19.30 - New ML services from AWS. re: Invent 2019 review (Dmitry Spodarets, Head of R&D at VITech).       In this report, you will get acquainted with the new ML services from AWS, which were presented at re: Invent 2019: Amazon SageMaker Studio / Experiments / Autopilot / Debugger, Amazon Fraud Detector, Amazon CodeGuru, Amazon Transcribe Medical and others.              19.30-20.00 - Semantic image segmentation: Unet and friends (Boris Timchenko, Senior Deep Learning Engineer in 3DLOOK).       Semantic segmentation is the process of linking each pixel in an image to a class label. In this report, we will look at the architecture of neural networks for image segmentation, as well as some examples of their use.              20.00-20.30 - Coffee break              20.30-21.00 - Albumentations - Augmentation of images on steroids (Eugene Khvedchenya, CV / ML Consultant).Image Augmentation is an integral part of convolutional neural network (CNN) training. Image Augmentation helps to increase the size and variety of training data for free. In this report, we will look at how to use image augmentation for classification, segmentation and object search tasks.              Venue: Lohika (1 Bunina St.)              An online broadcast will be organized.              Participation is free.              Pre-registration is required at: https://www.eventbrite.com/e/odsai-odessa-meetup-2-registration-92556905195