---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    dtype: int64
  - name: filename
    dtype: string
  splits:
  - name: train
    num_bytes: 99150189464.0
    num_examples: 72000
  - name: validation
    num_bytes: 20674090404.0
    num_examples: 15000
  - name: test
    num_bytes: 3997875105.0
    num_examples: 3000
  download_size: 83930325553
  dataset_size: 123822154973.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: validation
    path: data/validation-*
  - split: test
    path: data/test-*
---
---
ShinkaiGAN Image Dataset

File structure
```
├── train/ 
│   ├── real/ 
│   ├── anime/ 
│   └── shinkai/ 
├── val/ 
│   ├── real/ 
│   ├── anime/ 
│   └── shinkai/ 
└── test/ 
    ├── real/ 
    ├── anime/ 
    └── shinkai/
```

## How to access it:
```
Dataset["{split}"][{image index}]["{feature}"]
```

- split: train, test, validation
- image index: pick any interger from the amount*
- features: label, filename, image** <br>

*if you want to pick train anime image then pick from 0-23999, if you want to pick train real images then 24000-47999, and so on. <br>
**label 0 is generated anime, label 1 is real images, label 2 is makoto shinkai film <br>
**filename is the name of the file <br>
**image is the feature containing the images it's in PIL <PIL.PngImagePlugin.PngImageFile image mode=RGB size=1024x1024> <br>

### example: 
```
dataset["train"][0]["image"]
```

## Dataset Overview

### Pair Dataset
- **Real**
- **Anime**

### Unpair Dataset
- **Shinkai**

### Image Amount
- **Train:** 24,000 images x 3 = 72000 images
- **Validation:** 5,000 images x 3 = 15000 images
- **Test:** 1,000 images x 3 = 3000 images

## Image Composition
- **Real:** LHQ1024

- **Anime:** 
  - Generated from the real dataset using Stable Diffusion with the following prompts:
    - **Prompt:** `"anime artwork anime style, landscape. anime style, key visual, vibrant, studio anime, highly detailed, in makoto shinkai style"`
    - **Negative Prompt:** `"photo, deformed, black and white, realism, disfigured, low contrast, cityscape, people, meteor, sunset."`
    - **Parameters:** 
      - `num_steps = 10`
      - `guidance_scale = 0.2`
      - `controlnet_conditioning_scale = 0.9`
      - `seed = random.randint(0000000000, 9999999999)`

- **Shinkai:**
  - Sourced from Makoto Shinkai anime in 1080p, cropped to 1080 x 1080.
  - **Titles Included:**
    - Your Name (Kimi no nawa)
    - Weathering with You (Tenki no Ko)
    - Suzume
    - Garden of Words
    - 5 Centimeters per Second
    - Children Who Chase Lost Voices

## Contributor
- ⭐ **Dwiyasa Nakula** - Sepuluh Nopember Institute of Technology (Institut Technologi Sepuluh Nopember - ITS)
- **ShinkaiGAN Team** - Sepuluh Nopember Institute of Technology (Institut Technologi Sepuluh Nopember - ITS)