Generative Machine Learning GAN
GAN
The dataset was web-scraped for an original 20k samples, then a custom MRCNN model was trained for image segmentation and cropping before being fed into the 128 DCGAN, trained on local hardware, 1660
Generative Model Course
GAN Course
- Deep Learning Specialization - DeepLearning.AI
- Machine Learning for Musicians - Berklee
- MUSIC DATA MINING - a Music Information Retrieval (MIR) Online Course at Kadenze
- Arts and Entertainment Technology - Online Course - Kadenze
- Introduction to Generative Arts and Computational Creativity - an Online Course at Kadenze
- UAL - Apply Creative Machine Learning - Institute of CodingInstitute of Coding
- Machine Learning for Musicians and Artists - an Online Machine Art Course at Kadenze
- Artificial Images - YouTube
GAN Project/Paper
- NVlabs/stylegan3: Official PyTorch implementation of StyleGAN3
- AI Demos - NVIDIA Research GAN
- HyperStyle StyleGAN Inversion
- Pollinations.AI
Style GAN
- Making Anime Faces With StyleGAN · Gwern.net
- cedricoeldorf/ConditionalStyleGAN: Conditional implementation for NVIDIA's StyleGAN architecture
-
NVlabs/stylegan: StyleGAN - Official TensorFlow Implementation
- colinrsmall/ehm_faces
- StyleGAN versions
- t04glovern/stylegan-pokemon: Generating Pokemon cards using a mixture of StyleGAN and RNN to create beautiful & vibrant cards ready for battle!
Paper
- 2011.05552End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks
- 1812.04948 A Style-Based Generator Architecture for Generative Adversarial Networks
- EditGAN
GAN Image Superresolution
GAN
Style-GAN
- junyanz/CycleGAN: Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
- kaonashi-tyc/zi2zi: Learning Chinese Character style with conditional GAN
- rosinality/style-based-gan-pytorch: Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch
- taki0112/StyleGAN-Tensorflow: Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)
- mtobeiyf/sketch-to-art: 🖼 Create artwork from your casual sketch with GAN and style transfer
- taki0112/UGATIT: Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
- zeka-io/selfie-to-anime
- boistud/StyleArtGan
- heavenstobetsy/ArtGenerationwithStyleGan: Fauvist art generation using StyleGAN
- zhenxuan00/triple-gan: See Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
- Mawiszus/TOAD-GAN: Official repository for "TOAD-GAN: Coherent Style Level Generation from a Single Example" by Maren Awiszus, Frederik Schubert and Bodo Rosenhahn.
- schrum2/GameGAN: Interactive GAN evolution of Mario and Zelda levels.
- changebo/HCCG-CycleGAN: Handwritten Chinese Characters Generation
Research
Research
- Realless Generative webs with blinking eyes
GAN
Stable Diffusion
