What is pose reference generator?

A pose reference generator uses artificial intelligence to create images of human or animal figures in various poses. It allows artists to quickly generate a wide range of poses, saving time and providing inspiration for their artwork. Unlike static image searches, our generator offers customizable features for a truly unique reference point.

How do I create a pose reference for a character holding a specific object using the pose reference generator?

First, define the 'action' keyword that implies the interaction with the object (e.g., 'holding sword', 'drinking tea'). Then, use the 'object' parameter to specify the object directly if needed. Finally, iterate on the results and use the inpainting feature to refine the generated hand-object interaction for better accuracy.

Pose reference generator vs. using stock photos: Which is better for specific character design needs?

While stock photos offer realism, a pose reference generator provides unparalleled customization. You can dictate body type, clothing, background, and camera angle, eliminating the need to sift through irrelevant stock images. For unique character design, the control offered by a generator is usually superior.

What are the technical limitations of current AI pose reference generators and how does BasedLabs address them?

Common limitations include anatomical inaccuracies and difficulty with complex poses. BasedLabs addresses this through advanced AI models trained on millions of accurately labeled datasets. We also offer granular control over joint angles and body proportions to correct any inconsistencies and provide precise anatomical references.

Can I use the pose reference generator for commercial artwork or character design projects?

Yes, you can! The generated images are free for commercial use under our standard license agreement, meaning you can use them as reference for your illustrations, comics, games, and other creative projects. Check our terms of service for the specifics of attribution requirements, depending on your usage.

What is pose reference generator?

A pose reference generator uses artificial intelligence to create images of human or animal figures in various poses. It allows artists to quickly generate a wide range of poses, saving time and providing inspiration for their artwork. Unlike static image searches, our generator offers customizable features for a truly unique reference point.

How do I create a pose reference for a character holding a specific object using the pose reference generator?

First, define the 'action' keyword that implies the interaction with the object (e.g., 'holding sword', 'drinking tea'). Then, use the 'object' parameter to specify the object directly if needed. Finally, iterate on the results and use the inpainting feature to refine the generated hand-object interaction for better accuracy.

Pose reference generator vs. using stock photos: Which is better for specific character design needs?

While stock photos offer realism, a pose reference generator provides unparalleled customization. You can dictate body type, clothing, background, and camera angle, eliminating the need to sift through irrelevant stock images. For unique character design, the control offered by a generator is usually superior.

What are the technical limitations of current AI pose reference generators and how does BasedLabs address them?

Common limitations include anatomical inaccuracies and difficulty with complex poses. BasedLabs addresses this through advanced AI models trained on millions of accurately labeled datasets. We also offer granular control over joint angles and body proportions to correct any inconsistencies and provide precise anatomical references.

Can I use the pose reference generator for commercial artwork or character design projects?

Yes, you can! The generated images are free for commercial use under our standard license agreement, meaning you can use them as reference for your illustrations, comics, games, and other creative projects. Check our terms of service for the specifics of attribution requirements, depending on your usage.

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Last updated: December 13, 2025•By BasedLabs Team

pose reference generator

Generate dynamic and anatomically accurate pose references with complete control over body type, clothing, and camera angles. Perfect for artists looking to break free from limitations and enhance their character design workflow.

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How to use pose reference generator

Steps to get you started in BasedLabs.

Step 1

Step 1: Define Your Character and Pose

Set the scene by describing your character and the desired action.

Start by inputting a detailed prompt describing the character you envision – including gender, build, and any defining physical features. Next, specify the action or pose you need; be as explicit as possible (e.g., 'female warrior drawing a bow', 'man sitting thoughtfully at a desk'). Pro Tip: Add emotional cues like 'determined' or 'pensive' to influence the character's expression.

Step 2

Step 2: Refine Body Type and Clothing Style

Customize the figure's build and attire for accuracy.

Use the available sliders or text prompts to fine-tune the body type (e.g., 'athletic', 'slender', 'muscular'). Then, specify the clothing style you want the character to wear (e.g., 'fantasy armor', 'casual jeans and t-shirt', 'flowing gown'). The more precise your descriptions, the more accurate the generated reference will be. Utilize the 'style presets' to quickly apply popular aesthetic styles.

Step 3

Step 3: Adjust Camera Angle and Lighting

Perfect the composition to match your artistic vision.

Experiment with different camera angles – try 'low angle' for a heroic perspective or 'high angle' for a sense of vulnerability. Also, specify the lighting conditions (e.g., 'soft natural light', 'dramatic spotlight', 'backlit'). These adjustments dramatically impact the final image, so take the time to find the perfect combination. Save your favorite settings as a 'custom preset' for future use.

Unlock 50+ Unique Art Styles

Our pose reference generator offers over 50 distinct art styles, from realistic and painterly to cartoonish and abstract. Experiment with different styles to find the perfect match for your project, or use them as a source of inspiration for your own unique artistic expression.

Anatomically Accurate References Every Time

We've trained our AI on a massive dataset of accurately labeled anatomical references, ensuring that the generated poses are realistic and proportional. This eliminates common anatomical errors and saves you valuable time on corrections during your creative process.

Unlimited Pose Variations With Fine-Grained Control

Go beyond static references and generate unlimited pose variations. Adjust joint angles, body proportions, camera angles, and lighting to create the perfect reference for any scenario. This level of control ensures that you get exactly what you need, every time.

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