Consistent Character Scene Generator
Generate images of characters seamlessly integrated into new scenes with consistent lighting, scale, and perspective for cohesive visual storytelling.
If you're looking for an API, here is a sample code in NodeJS to help you out.
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const axios = require('axios');
const api_key = "YOUR API KEY";
const url = "https://api.segmind.com/workflows/6865fd064727e611dfa21d4f-v5";
const data = {
Character: "publicly accessible image link",
Scene: "publicly accessible image link",
Prompt: "the user input string"
};
axios.post(url, data, {
headers: {
'x-api-key': api_key,
'Content-Type': 'application/json'
}
}).then((response) => {
console.log(response.data);
});1
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{
"poll_url": "<base_url>/requests/<some_request_id>",
"request_id": "some_request_id",
"status": "QUEUED"
}You can poll the above link to get the status and output of your request.
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{
"image_a3cbc": "image in URL Format"
}Attributes
To keep track of your credit usage, you can inspect the response headers of each API call. The x-remaining-credits property will indicate the number of remaining credits in your account. Ensure you monitor this value to avoid any disruptions in your API usage.
Consistent Character Scene Generator
This workflow generates multiple coherent scenes featuring the same character across different scenarios while maintaining consistent visual identity. The system takes reference images of both a character and environment, then uses text prompts to create new variations where the character appears in contextually appropriate situations with consistent appearance. Ideal for storytellers, game developers, or content creators who need to visualize characters in multiple settings while preserving design continuity.
Key Features
Character Preservation - Maintains essential physical attributes, clothing details, and stylistic elements that define your character's unique identity across multiple generated scenes.
Environmental Adaptation - Seamlessly integrates your character into new backgrounds and settings while ensuring proper lighting, perspective, and scale consistency.
Style Consistency - Preserves the artistic style from your reference images, whether it's anime, photorealistic, cartoon, or any other visual aesthetic.
Contextual Interaction - Generates scenes where characters naturally interact with environmental elements while maintaining anatomical correctness and character proportions.
Iterative Refinement - Allows for continuous improvement of generated scenes through feedback loops, helping achieve the perfect balance between character fidelity and environmental integration.
Use Cases
Animation Pre-production - Rapidly visualize storyboards and concept art with consistent character designs across different scenes, saving significant time in the animation pipeline.
Game Development - Create character concept art in various environments to test visual cohesion before committing resources to full asset development.
Children's Book Illustration - Maintain character consistency across different pages and settings while ensuring the protagonist remains instantly recognizable to young readers.
Marketing Campaigns - Develop brand mascots or characters that can appear across multiple marketing materials in different contexts while maintaining brand identity.
Comic Book Creation - Generate consistent character appearances across panels and pages, allowing creators to focus on storytelling rather than redrawing characters repeatedly.
Virtual World Building - Place consistent character avatars in different virtual environments for metaverse applications, gaming, or virtual reality experiences.
The Consistent Character Scene Generator empowers creators to focus on narrative and creative direction rather than worrying about maintaining visual consistency across scenes. By preserving character identity while enabling environmental exploration, this workflow streamlines the visual storytelling process and opens new possibilities for character-driven content creation.
Models Used in the Pixelflow
claude-3.7-sonnet
Claude 3.7 Sonnet is a large language model (LLM) launched by Anthropic AI. It is considered state-of-the-art, outperforming previous versions of Claude and competing models in a variety of tasks
codeformer
CodeFormer is a robust face restoration algorithm for old photos or AI-generated faces.
