Kavindutharaka commited on
Commit
695f9ad
·
verified ·
1 Parent(s): dd13dcc

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +12 -15
README.md CHANGED
@@ -1,15 +1,12 @@
1
- # StyleGAN K-Girl Image Generation
2
-
3
- ## Overview
4
- This project involves training a **StyleGAN** model to generate high-quality images of K-girls (Korean-style female faces). The dataset is curated to capture the distinct aesthetic features common in K-girl images, and StyleGAN is used to create photorealistic outputs.
5
-
6
- ## Dataset
7
- - The dataset consists of high-resolution images of K-girls.
8
- - Images are preprocessed and resized to fit StyleGAN's input requirements.
9
- - Data augmentation techniques such as flipping and color adjustments are applied.
10
-
11
- ## Model Training
12
- - **Framework**: TensorFlow with NVIDIA StyleGAN implementation.
13
- - **Hardware**: Trained using NVIDIA Tesla T4.
14
- - **Loss Function**: Uses non-saturating GAN loss with R1 regularization.
15
- - **Training Duration**: Depends on the dataset size and computing power.
 
1
+ ---
2
+ tags:
3
+ - stylegan
4
+ - image-generation
5
+ - deep-learning
6
+ - ai
7
+ library_name: tensorflow
8
+ license: mit
9
+ model-index:
10
+ - name: StyleGAN K-Girl
11
+ results: []
12
+ ---