https://github.com/moisestech/artificial-images-stylegan2-notes
Artificial Images StyleGAN2 Notes
https://github.com/moisestech/artificial-images-stylegan2-notes
Last synced: 5 months ago
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Artificial Images StyleGAN2 Notes
- Host: GitHub
- URL: https://github.com/moisestech/artificial-images-stylegan2-notes
- Owner: moisestech
- Created: 2020-07-03T09:01:26.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2020-07-07T10:29:02.000Z (almost 6 years ago)
- Last Synced: 2025-04-09T19:51:42.329Z (about 1 year ago)
- Size: 8.79 KB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# artificial-images-stylegan2-notes
Artificial Images StyleGAN2 In-Depth Class Notes
Youtube Videos are linked with Camera Emoji
Notes are linked with Paper Emoji
**PREVIEW**
1. StyleGAN2 In-Depth class starts April 12th
**SETUP**
1. Setting up GCP to run a StyleGAN2 model (Part 1)
🎥 Video — 📑 Notes
2. StyleGAN2 Installation on GCP (The Long Version)
🎥 Video — 📑 Notes
3. StyleGAN2 Installation on GCP (The Short Version)
🎥 Video — 📑 Notes
**WEEK 1**
1. StyleGAN2 In Depth Week 1
🎥 Video — 📑 Notes
2. What is a GAN?
🎥 Video — 📑 Notes
3. A History of GANs
🎥 Video — 📑 Notes
4. StyleGAN2 inspiration and techniques
🎥 Video – 📑 Notes
5. Training a non-square StyleGAN2 model on GCP
🎥 Video — 📑 Notes
**WEEK 2**
1. StyleGAN2 Deep Dive Week 2
(Training Parameters in the Skyflinil non-square model)
🎥 Video — 📑 Notes
2. Split video into frames using FFMPEG
🎥 Video — 📑 Notes
**WEEK 3**
1. StyleGAN2 In-Depth Week 3
2. (Latent Spaces, Linear Interpolations, Noise Interpolations)
🎥 Video — 📑 Notes
**WEEK 4**
1. StyleGAN2 In-Depth Week 4
(Near Neighbors, Projection, Audio Reactivity)
🎥 Video — 📑 Notes
DEMO 1: StyleGAN2 projection example 🎥 Video
DEMO 2: Projection Interpolation 🎥 Video
DEMO 3: StyleGAN2 Linear Interpolation using Audio Signal 🎥 Video
DEMO 4: Audio Reactive Truncation in StyleGAN2 🎥 Video
**WEEK 5**
1. StyleGAN In-Depth Week 5
(Feature Vectors, GANspace, Features in Audio Reactive)
🎥 Video — 📑 Notes
DEMO: Color Shift Vector (discovered using GANspace) 🎥 Video
DEMO: Bird Size Vector (discovered using GANspace) 🎥 Video
DEMO: Audio Reactive Feature Vectors (Range 10) 🎥 Video
**LIVESTREAM: SHOW & TELL StyleGAN2**
🎥 Video — 📑 Notes