Learn how to create a GAN (Generative Adversarial Network) from scratch with PyTorch and PyTorch Lightning. Colab with starter code: https://colab.research.google.com/drive/1246XGJbtbqQ4pb86tGk64hZAF3_bV6hM?usp=sharing Get your Free Token for AssemblyAI Speech-To-Text API 👇https://www.assemblyai.com/?utm_source=youtube&utm_medium=referral&utm_campaign=yt_pat_20 Resources: https://www.assemblyai.com/blog/pytorch-lightning-for-dummies/ https://pytorch-lightning.readthedocs.io/en/stable/notebooks/lightning_examples/basic-gan.html https://developers.google.com/machine-learning/gan/loss https://neptune.ai/blog/gan-loss-functions ▬▬▬▬▬▬▬▬▬▬▬▬ CONNECT ▬▬▬▬▬▬▬▬▬▬▬▬ 🖥️ Website: https://www.assemblyai.com/ 🐦 Twitter: https://twitter.com/AssemblyAI 🦾 Discord: https://discord.gg/Cd8MyVJAXd ▶️ Subscribe: null 🔥 We're hiring! Check our open roles: https://www.assemblyai.com/careers ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ Timestamps: 00:00 Intro 00:31 GAN Theory 03:29 PyTorch Lightning Setup 06:42 Generator + Discriminator 10:21 GAN Training 28:50 Testing #MachineLearning #DeepLearning