team-X-Alien

https://github.com/KJMAN678/space_app

https://youtu.be/CmSESCkDMz4

What exactly does it do?

Generate images of creatures on Mars' evolution with Genetic Algorithm.

How does it work?

The image generation program is given the characteristics of the ultimate life form derived by a genetic algorithm that simulates a simple Martian environment to generate images of the ultimate life form that will survive in the future. By default, it calculates evolution for 1000 generations. Then it derives keywords from gene features and generate images.

Agenda:

• Choosing parameters
• Define evaluation function and gene feature
• Generate image from resulting gene pattern

Parameters:

• Food
• Temperature

Results:

• Body Size
• Furriness
• Carnivorousness
• Ferociousness
• Tone of Skin
• Size of Herd

What benefits does it have?

Get results you never thought possible.

What do you hope to achieve?

Arouse people's interest in Extraterrestrial life, Genetic Algorithm.

What tools, coding languages, hardware, or software did you use to develop your project?

Tool:

• Google Colab
• Stable Diffusion (Hugging Face)

NASA: https://mars.nasa.gov/files/mep/facts/Temperature-Mars-Facts.jpg

We, three person have different backgrounds,

One brushed up his idea on Genetic Algorithm.

One who had few knowledge of Google Colab became used to.

One presented the idea with slides and gave support.

Thanks for all mentors at Toyohashi region. Without their support, we couldn't make it.

• Google Colab https://colab.research.google.com/
• Hugging Face https://huggingface.co/
• Genetic Algorithm https://mori-memo.hateblo.jp/entry/2022/06/16/232644
• Using Stable Diffusion https://github.com/karaage0703/stable-diffusion-colab-tools/blob/main/001_stable_diffusion_gui_basic.ipynb

#software #ai #superhero #biology #genetic_algorithm