【RPG-DiffusionMaster】超高性能画像生成AIでめちゃめちゃ可愛いAI美女を作ってみた

!git clone https://github.com/YangLing0818/RPG-DiffusionMaster
%cd RPG-DiffusionMaster
!pip install -r requirements.txt

# torchの再インストール
%cd RPG-DiffusionMaster
!echo y | pip uninstall torch
!echo y | pip install torch

!mkdir repositories
!mkdir -p generated_imgs/demo_imgs
!mkdir models/Stable-diffusion
%cd repositories
!git clone https://github.com/Stability-AI/generative-models
!git clone https://github.com/Stability-AI/stablediffusion
!git clone https://github.com/sczhou/CodeFormer
!git clone https://github.com/crowsonkb/k-diffusion
!git clone https://github.com/salesforce/BLIP
!mv stablediffusion stable-diffusion-stability-ai
%cd ..

# モデルのダウンロード
!wget -P ./models/Stable-diffusion/ https://huggingface.co/Linaqruf/animagine-xl/resolve/main/animagine-xl.safetensors

!python RPG.py \
    --user_prompt 'From left to right, an acient Chinese city in spring, summer, autumn and winter in four different regions' \
    --model_name 'animagine-xl.safetensors' \
    --version_number 0 \
    --api_key 'Your OpenAI API key>' \
    --use_gpt

### Original Caption:
"From left to right, an ancient Chinese city in spring, summer, autumn, and winter in four different regions."

### Key phrases identification:
We have one main subject (an ancient Chinese city) represented in four different seasonal atmospheres. As such, we must divide the image into four equal horizontal regions, each depicting a different season.

1. Ancient Chinese city in spring (the vibrancy of blooming flowers and a fresh, lively atmosphere)
2. Ancient Chinese city in summer (the warmth of sunlight, lush greenery, and bustling life)
3. Ancient Chinese city in autumn (the changing leaves, a cooler ambiance, and a sense of harvest)
4. Ancient Chinese city in winter (the tranquility of snow-covered scenes and a serene, peaceful mood)

### Split Ratio Planning:
#### Horizontal Split Ratio: `1;1;1;1`
- This ratio splits the image into four horizontal rows, each dedicated to a different season.

#### Vertical Split Ratio: None
- We don't require vertical divides since each season is horizontally delineated.

#### Detailed Subregion Prompts:
1. **First Row** (`1`):
  - **Region 0:** The ancient city in spring, with cherry blossoms adorning the architecture and soft pink hues radiating a renewal of life.
2. **Second Row** (`1`):
  - **Region 1:** The city in summer, showcasing the vibrant sunlight casting golden glows on the rooftops, and streets teeming with activity beneath verdant trees.
3. **Third Row** (`1`):
  - **Region 2:** Autumn within the city, where fiery reds and oranges of foliage frame the traditional buildings, and a coolness settles in the air.
4. **Fourth Row** (`1`):
  - **Region 3:** Winter's gentle embrace, as the city slows under a blanket of pristine snow, with delicate icicles hanging from eaves and a peaceful silence.

#### Composition Logic:
- Each row captures the essence of a season within the city, using colors and elements associated with the respective times of year to convey the atmosphere. 

#### Aesthetic Considerations:
- Spring is depicted with soft pinks and a sense of awakening.
- Summer is represented with warm, golden tones and a feeling of vibrancy.
- Autumn is defined by rich reds and oranges, bringing a sense of change.
- Winter is portrayed with whites and blues, fostering a tranquil and serene environment.

By following this layout, each region effectively encapsulates the distinctive features and ambiance of an ancient Chinese city throughout the seasons, with a focus on aesthetic appeal and coherence.

Now, let's output the split ratio and regional prompt we get in the planning process.

### Output:
Horizontal split ratio: 1;1;1;1
Vertical split ratio: None
Split ratio: 1;1;1;1
Regional Prompt: The ancient city in spring, with cherry blossoms adorning the architecture and soft pink hues radiating a renewal of life. BREAK
The city in summer, showcasing the vibrant sunlight casting golden glows on the rooftops, and streets teeming with activity beneath verdant trees. BREAK
Autumn within the city, where fiery reds and oranges of foliage frame the traditional buildings, and a coolness settles in the air. BREAK
Winter's gentle embrace, as the city slows under a blanket of pristine snow, with delicate icicles hanging from eaves and a peaceful silence.
Horizontal split ratio: 1;1;1;1
Vertical split ratio: None
Split ratio: 1;1;1;1
Regional Prompt: The ancient city in spring, with cherry blossoms adorning the architecture and soft pink hues radiating a renewal of life. BREAK
The city in summer, showcasing the vibrant sunlight casting golden glows on the rooftops, and streets teeming with activity beneath verdant trees. BREAK
Autumn within the city, where fiery reds and oranges of foliage frame the traditional buildings, and a coolness settles in the air. BREAK
Winter's gentle embrace, as the city slows under a blanket of pristine snow, with delicate icicles hanging from eaves and a peaceful silence.
{'split ratio': '1;1;1;1', 'Regional Prompt': "The ancient city in spring, with cherry blossoms adorning the architecture and soft pink hues radiating a renewal of life. BREAK\nThe city in summer, showcasing the vibrant sunlight casting golden glows on the rooftops, and streets teeming with activity beneath verdant trees. BREAK\nAutumn within the city, where fiery reds and oranges of foliage frame the traditional buildings, and a coolness settles in the air. BREAK\nWinter's gentle embrace, as the city slows under a blanket of pristine snow, with delicate icicles hanging from eaves and a peaceful silence."}
select_checkpoint: animagine-xl.safetensors [6f4f816f9d]
process_script_args (True, False, 'Matrix', 'Columns', 'Mask', 'Prompt', '1;1;1;1', 0.3, False, False, False, 'Attention', [False], 0, 0, 0.4, None, 0, 0, False)