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End of preview. Expand
in Dataset Viewer.
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**
*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.
**label 0 is generated anime, label 1 is real images, label 2 is makoto shinkai film
**filename is the name of the file
**image is the feature containing the images it's in PIL <PIL.PngImagePlugin.PngImageFile image mode=RGB size=1024x1024>
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 = 10guidance_scale = 0.2controlnet_conditioning_scale = 0.9seed = random.randint(0000000000, 9999999999)
- Prompt:
- Generated from the real dataset using Stable Diffusion with the following prompts:
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)
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