Deep Learning with PyTorch Live Course - GANs for Image Generation (Part 6 of 6)

Channel:
United States freeCodeCamp.org
Subscribers:
10,700,000
Published on ● Video Link: https://www.youtube.com/watch?v=ABaZ_tecZ3U


Duration: 1:59:53
43,857 views
868

This is a beginner-friendly coding-first online course on PyTorch - one of the most widely used and fastest growing frameworks for machine learning. This video covers the concepts and techniques involved in building & training Generative Adversarial Networks or GANs to generate images of anime faces.

Resources:
πŸ”— Deep Convolutional GANs: https://jovian.ml/aakashns/06b-anime-dcgan
πŸ”— MNIST Generative Adversarial Network: https://jovian.ml/aakashns/06-mnist-gan
πŸ”— Discussion forum: https://jovian.ml/forum/t/lecture-6-image-generation-using-generative-adversarial-networks-gans/1547
πŸ”— Course Graduation Party: https://www.youtube.com/watch?v=VQSHiJmnHNc
πŸ”— Data Analysis with Python: https://jovian.ml/learn/data-analysis-with-python-zero-to-pandas

Topics covered:
⌨️ Introduction to generative modeling and application of GANs
⌨️ Creating generator and discriminator neural networks
⌨️ Generating and evaluating fake images of anime faces
⌨️ Training the generator and discriminator in tandem and visualizing results

πŸŽ₯ Watch the entire series here: https://www.youtube.com/watch?v=vo_fUOk-IKk&list=PLWKjhJtqVAbm3T2Eq1_KgloC7ogdXxdRa

This course is taught by Aakash N S, Founder & CEO of Jovian.ml - a platform for sharing, showcasing and collaborating on data science projects online.
πŸ”— YouTube: https://youtube.com/jovianml
πŸ”— Twitter: https://twitter.com/jovianml
πŸ”— LinkedIn: https://linkedin.com/company/jovianml

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