hayden-donnelly/colored-monsters

---
license: cc0-1.0
task_categories:
- unconditional-image-generation
size_categories:
- 1M<n<10M
---
# Colored Monsters
A toy dataset for unconditional image generation. It consists of 3 million renders of 3D monsters at a resolution of 256x256 pixels.


## Method
1. Randomly select 3 out of 27 monsters.
```
Monsters:
alien
alpaking
armabee
birb
blue_demon
bunny
cactoro
demon
dino
dragon_evolved
dragon
fish
frog
ghost
ghost_skull
glub_evolved
glub
goleling_evolved
goleling
monkroose
mushnub
mushroom_king
orc_skull
pigeon
squidle
tribale
yeti
```

2. Randomly assign 1 of 9 colors to each of the selected monsters.
```
Colors (RGB):
[0.95, 0.22, 0.1]
[0.1, 0.93, 0.22]
[0.1, 0.21, 0.88]
[0.99, 0.62, 0.33]
[0.33, 0.63, 0.99]
[0.62, 0.33, 0.99]
[0.33, 0.58, 0.27]
[0.87, 0.21, 0.77]
[0.11, 0.91, 0.89]
```

3. Randomly assign 1 of 5 rotations to each of the selected monsters.
```
Rotations (y-axis):
0
90
45
-45
-90
```

6. Randomly select 1 of 3 light positions.
```
Light positions (xyz):
[1.0, 0.2, 1.0]
[-1.0, 1.0, 1.0]
[-1.0, 2.0, -3.0]
```

7. Randomly select a light or dark environment.

8. Render the scene using OpenGL and save the frame to a PNG.

9. Compile raw PNGs into Apache Parquet files.

## Acknowledgement
The 3D models used in this dataset were created by [quaternius](https://quaternius.com/).
They've published tons of great 3D assets under the CC0 license.
Please consider supporting them if you find this dataset helpful.

## Metadata
- Image resolution: 256x256
- Image encoding: PNG
- Image count: 3,000,000

原始信息汇总

Colored Monsters 数据集概述

数据集基本信息

• 名称: Colored Monsters
• 类型: 无条件图像生成玩具数据集
• 规模: 包含300万个图像
• 分辨率: 256x256像素
• 图像编码: PNG
• 许可证: CC0-1.0

数据生成方法

1. 怪物选择: 随机从27种怪物中选择3种。
2. 颜色分配: 为每种选中的怪物随机分配1种RGB颜色。
3. 旋转角度分配: 为每种选中的怪物随机分配1种y轴旋转角度。
4. 光照位置选择: 随机选择1种光照位置。
5. 环境选择: 随机选择光照或暗环境。
6. 渲染与保存: 使用OpenGL渲染场景，并将帧保存为PNG格式。
7. 文件格式转换: 将原始PNG图像编译成Apache Parquet文件。

数据集特点

• 多样性: 数据集通过随机组合怪物、颜色、旋转和光照条件，生成多样化的图像。
• 高分辨率: 所有图像均以256x256像素的高分辨率呈现。
• 大规模: 包含300万个图像，适合大规模图像生成任务的训练和测试。

致谢

• 数据集使用的3D模型由quaternius创建，并根据CC0许可证发布。