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:
? Deep Convolutional GANs: https://jovian.ml/aakashns/06b-anime-dcgan
? MNIST Generative Adversarial Network: https://jovian.ml/aakashns/06-mnist-gan
? Discussion forum: https://jovian.ml/forum/t/lecture-6-image-generation-using-generative-adversarial-networks-gans/1547
? Course Graduation Party: https://www.youtube.com/watch?v=VQSHiJmnHNc
? 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
? 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.
? YouTube: https://youtube.com/jovianml
? Twitter: https://twitter.com/jovianml
? LinkedIn: https://linkedin.com/company/jovianml
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