YoVDO

CycleGAN Implementation From Scratch

Offered By: Aladdin Persson via YouTube

Tags

Machine Learning Courses Deep Learning Courses Model Training Courses

Course Description

Overview

Learn to implement CycleGAN from scratch in this comprehensive video tutorial. Explore the architecture's key components, including the discriminator and generator, and understand how to prepare datasets for training. Follow along as the instructor guides you through the entire implementation process, from initial setup to final results. Gain insights into CycleGAN's performance compared to published papers and master the train function for effective model training.

Syllabus

- Introduction
- CycleGAN summary
- Results paper vs our
- Outline for implementation
- Discriminator
- Generator
- Dataset
- Train function
- Ending


Taught by

Aladdin Persson

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera 機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera Leading Ambitious Teaching and Learning
Microsoft via edX