Convolutional Neural Networks, beyond the image classification - Honza Zikeš

Convolutional Neural Networks, beyond the image classification - Honza Zikeš

In nowadays there are plenty of talks and tutorials doing basic introduction to the area of Deep Learning by giving the introduction to the image classification using convolutional networks. This talk will go little bit beyond that.
It will focus on the state of the art Deep Learning methods in the following 3 areas: Image Segmentation, Object Detection and Instance Segmentation. The talk will not be super advanced discussion of particular implementation details of the given architectures, but it will rather give an overview of current state of the art methods in each of the ares, with some practical tips and tricks describing how to start solving problems in one of the mentioned areas.

Speaker - Honza Zikeš: https://www.linkedin.com/in/ziky90/

Program:
18:15 - (19:45) Talk + discussion
20:00 - ... Networking

Language: English

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Machine Learning Meetups (MLMU) is an independent platform for people interested in Machine Learning, Information Retrieval, Natural Language Processing, Computer Vision, Pattern Recognition, Data Journalism, Artificial Intelligence, Agent Systems and all the related topics. MLMU is a regular community meeting usually consisting of a talk, a discussion and a subsequent networking allowing people to network, inspire each other and learn about exciting stuff.
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