- 🎥 StyleGAN: None of These Faces Are Real!, 🎥 StyleGAN2: Near-Perfect Human Face Synthesis...and More from Two Minute Papers
- 📊 Overview of GAN Structure
- 🌿 Leaves of Manifold by Helena Sarin
- 🐞 confusing coleopterists / 🤔🐞 breeding bugs in the latent space
- 🌱 Progressive Growing of GANs for Improved Quality, Stability, and Variation
- 🎨 Image Style Transfer Using Convolutional Neural Networks
- 🔄 Image-to-Image Translation with Conditional Adversarial Networks
- 🔄 Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
- 🎭 A Style-Based Generator Architecture for Generative Adversarial Networks
- 📰 Generative AI Has a Visual Plagiarism Problem
- 📚 LAION-5B: A New Era of Open Large-Scale Multi-Modal Datasets - An overview of the LAION-5B dataset by Romain Beaumont (2022).
- 📊 Models all the Way Down - A visual investigation into the construction of the LAION-5B dataset.
- 📺 Diffusion models explained in 4-difficulty levels
- 📘 Introduction to Diffusion Models for Machine Learning
- 💻 Progressive Noise Reduction in p5.js example - Demonstration of gradually reducing noise to reveal a target image, simulating how diffusion models denoise step-by-step.
- 📜 Deep Unsupervised Learning using Nonequilibrium Thermodynamics (2015)
- 📜 Denoising Diffusion Probabilistic Models (2020)
- 📜 Improved Denoising Diffusion Probabilistic Models (2021)
- 📜 Diffusion Models Beat GANs on Image Synthesis (2021)
- 🌌 Text-to-Image Collection on Replicate
- 🖥️ Stable Diffusion WebUI by AUTOMATIC1111 - A web-based interface for running Stable Diffusion models locally.
- 🔧 ComfyUI GitHub Repository - A modular and node-based UI for Stable Diffusion that allows users to experiment with model pipelines.
- Image model with Gemini API:
- Text to Image, p5js sketch
- Image to Image (image editing), p5js sketch
- Gemini Image generation API documentation
- Gemini Veo3 Video generation API documentation
- Gemini 3 Image Pro nano banana 2 text to image
- Gemini 3 Image Pro nano banana 2 image editing
- Runway app: https://runwayml.com/
- Image generation
- Video generation
- Class sketch:
- Gemini text to image https://editor.p5js.org/yining/sketches/aHagF-bVN
- Gemini image to image editing: https://editor.p5js.org/yining/sketches/lz2oKyg8R
- Gemini Veo3 text to video: https://editor.p5js.org/yining/sketches/gD3HVpQoS
- Gemini text to image: https://editor.p5js.org/yining/sketches/td6rTCvi8
- Gemini webcam image to image: https://editor.p5js.org/yining/sketches/QY_6hou9m
- Use Gemini API to generate images or videos
- Or use Runway API to generate videos or characters