Скачать или смотреть Beginner's Guide to Semantic Segmentation With Convolutional Neural Networks

Learn how to Semantic Segmentation Models in Tensorflow using Convolutional Neural Networks (CNNs).

In this Beginners Machine Learning workshop, you will learn about:

What is Semantic Segmentation?
A review of the most popular Semantic Segmentation methods in literature: Encoder-Decoders, U-Nets, Full CNNs, Pyramid Scene Parsing Network (PSPNet), DeepLab, ParseNet, etc.
How to build a semantic segmentation model from scratch on Google Colab and train it on a GPU
How to run semantic segmentation models on images and videos

In this training, we will approach the problem from the ground up: Reviewing how semantic segmentation models work without getting bogged down in the detail and getting some models training as fast as possible.


SPEAKER
Ali Parandeh, CEng
Chartered Software Engineer
Microsoft Certified Azure Data Scientist & Developer

SLIDES
https://docs.google.com/presentation/...