StyleCLIP
by orpatashnik
Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)
AI summary
Image manipulator
This project provides an implementation of a method to manipulate images by driving the style with text.
- stars
- 4K
- forks
- 563
- watching
- 74
Similar projects
Found by comparing what the projects do, not just their names.
StyleGAN encoder framework
An implementation of an image-to-image translation framework using StyleGAN encoders and generators.
openai/clip26.5K
Image-text predictor
A neural network trained on image and text pairs to predict the most relevant text snippet given an image
Image blending algorithm
An algorithm to combine the content of one image with the style of another, using convolutional neural networks.
GAN image generator
Improves upon the state-of-the-art architecture for generating high-quality images using a GAN-based approach
nvlabs/stylegan14.2K
Image generator
A deep learning framework implementing a generator architecture for generating images with controllable attributes and disentangled latent factors
ofa-sys/ofa2.4K
Sequence-to-sequence framework
Develops a unified sequence-to-sequence learning framework to unify modalities and tasks through pretraining and fine-tuning
Style transformer
An implementation of fast style transfer using TensorFlow and neural networks to apply artistic styles to images and videos.
Image translator
A Python implementation of an image-to-image translation model for generating diverse images across multiple domains.
Image generator
Interactive image generation using Generative Adversarial Networks to satisfy user edits in real-time
Image generator tweaker
A method to guide text-to-image generation using images and natural language
Style Transfer Library
An implementation of image style transfer using convolutional neural networks in TensorFlow.
Edit direction extractor
Automatically extracts and labels edit directions from StyleGAN images using CLIP pre-trained latent spaces
Text generator
A multilingual text2image latent diffusion model with improved aesthetics and controllability
nvlabs/stylegan36.5K
GAN architecture
An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities
Image generator
An interactive workflow for generating high-definition images from text prompts using a human-in-the-loop approach