[ECCV 2020] Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches
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Updated
Jun 6, 2023 - Python
[ECCV 2020] Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches
Presentation and Report (Extended abstract) for a selected paper created during Computer vision seminar (MA-INF 2206).
The project focuses on manipulating facial features by adjusting the latent vectors within StyleGAN's architecture. Our objective is to achieve precise modifications in age, gender, and facial expressions in generated images.
A single jupyter notebook to reimplement sd-face-editor
a simple pipeline for face editing
Diverse Facial Edit with StyleGAN, StyleGAN2, StyleClip with ViT, and Other Features like Background Removal and Face Swap
Re-implementation of pSp that use mobilenet-v3 and stylegan2-256p
Face attribute manipulation with GAN for automatic data augmentation or individual editing.
Re-implementation of e4e that use mobilenet-v3 and stylegan2-1024p
Controllable Hair Editing (ECCV 2022)
Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN
InterfaceGAN++: Exploring the limits of InterfaceGAN. In this repository, we propose an approach, termed as InterFaceGAN++, for semantic face editing based on the work from Shen et al. Specifically, we leverage the ideas from the previous work, by applying the method for new face attributes, and also for StyleGAN3. We qualitatively explain that …
[ECCV 2020] "Deep Plastic Surgery: Robust and Controllable Image Editing with Human-Drawn Sketches"
Various applications based on Stylegan2 Style mixing that can be inference on cpu.
(CVPR 2023) E4S: Fine-grained Face Swapping via Regional GAN Inversion
Collaborative Diffusion (CVPR 2023)
[ICCV 2023] StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces
Official Implementation for "HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach"
[SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis
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