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
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