YoVDO

Training a GAN on Your Own Images - StyleGAN2 ADA PyTorch

Offered By: Jeff Heaton via YouTube

Tags

StyleGAN2 Courses Deep Learning Courses PyTorch Courses CUDA Courses Windows 10 Courses Image Generation Courses

Course Description

Overview

Learn how to install and use NVIDIA StyleGAN2 ADA for PyTorch on Windows 10, including compatibility with new Ampere GPUs. Follow a step-by-step guide covering compatibility, Windows installation, PyTorch setup, CUDA installation, StyleGAN2 ADA installation, image conversion, training, and image generation. Gain hands-on experience with this powerful generative adversarial network (GAN) tool, suitable for both GeForce RTX 30xx and NVIDIA RTX A6000 architectures, without the need for Docker.

Syllabus

, Part 1: Compatibility
Part 2: Windows Install
Part 3: Pytorch
Part 4: Install CUDA
Part5: Install StyleGAN2 ADA
Part 6: Convert Images
Part 7: Train
Part 8: Generate Images


Taught by

Jeff Heaton

Related Courses

High Performance Computing
Georgia Institute of Technology via Udacity Fundamentals of Accelerated Computing with CUDA C/C++
Nvidia via Independent High Performance Computing for Scientists and Engineers
Indian Institute of Technology, Kharagpur via Swayam CUDA programming Masterclass with C++
Udemy Neural Network Programming - Deep Learning with PyTorch
YouTube