KY00KIM/txt2fix

revision picture via text prompt leveraging, syleCLIP's latent optimization

Txt2Fix

Light wrapper for styleCLIP latent optimization for image revision.

1. Requirements

• Currently supports face-centered image, with revision restricted to face domain
• Poetry : Dependency manager

1-1. Prepare Environment

• Download 2 pretrained stylegan2, face-enocder, shape_predictor, HyperStyle to project txt2fix/models directory
  • Download pretrained StyleGan2
  • Download pretrained FaceEncoder
  • Download pretrained ShapePredictor
  • Download pretrained HyperStyle
  • Download pretrained encoding4editing
  • Download pretrained StyleGan2_Pkl
  • Download pretrained BERT-ViT

Build & Run

# recommend python 3.10 or higher
poetry install
poetry run client

Refernece

• StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery
• StyleCLIP-Tutorial