Click vs Fluid

Fluid

This method uses a combination of product training and try-on technology to inpainting techniques to “paste” or overlay a garment onto a photograph of an existing model. By analyzing the contours and features of the input image, the AI adjusts the garment to fit the model’s pose and body shape.



Pros:

Speed: Results can be generated quickly, making it ideal for high-volume use cases.

Single Input Image: Requires only one image to perform the try-on.

No need for photoshoot: Works from flatlays, hence allowing brands to skip the physical photoshoot process altogether.

Cons:

Product Accuracy: Struggles with intricate garment details, such as complicated prints or textures, which may not be faithfully reproduced.

Click

This technique uses foundation models in conjunction with controlnet or inpainting capabilities to modify the background or swap the model while preserving the garment’s original fit and appearance. This is ideal for enhancing photoshoot versatility without reshooting.




Pros:

Product Accuracy: Ensures that the garment’s features remain intact and true-to-life.

Single Input Image: Requires only one well-shot image of the garment to perform transformations.

Cons:

Fit Model or Mannequin Dependency: The initial image must be taken on a fit model or mannequin, limiting the flexibility of sourcing base images.

Limited Pose Variations: The garment’s pose remains static or changes minimally, reducing creative freedom.

Shear Garments and Netted Outfits: This technique does not work with semi-transparent garments where the outfit needs to be partially changed.


Read more about all the different kind of technologies in fashion here

Updated on: 11/03/2025