Total runs:
71.2K
Run Growth:
36.1K
Growth Rate:
50.76%
Sponsored by
APIMaster
fal / virtual-tryoff-lora
Model's Last Updated: March 07 2026
image-to-image
Introduction of virtual-tryoff-lora
Model Details of virtual-tryoff-lora
FLUX.2-klein-base-9B Virtual Try-Off LoRA
- Prompt
- TRYOFF extract the t-shirt over a white background, product photography style. NO HUMAN VISIBLE (the garments maintain their 3D form like an invisible mannequin).
- Prompt
- TRYOFF extract the dress over a white background, product photography style. NO HUMAN VISIBLE (the garments maintain their 3D form like an invisible mannequin).
- Prompt
- TRYOFF extract the pants over a white background, product photography style. NO HUMAN VISIBLE (the garments maintain their 3D form like an invisible mannequin).
- Prompt
- TRYOFF extract the outfit over a white background, product photography style. NO HUMAN VISIBLE (the garments maintain their 3D form like an invisible mannequin).
- Prompt
- TRYOFF extract the t-shirt over a white background, product photography style. NO HUMAN VISIBLE (the garments maintain their 3D form like an invisible mannequin).
- Prompt
- TRYOFF extract full outfit in the reference image over a white background, high-end professional product photography. Present the outfit as a complete, vertically stacked ensemble arranged as if worn. The items are stacked as if worn. The top-layer garment is dominant, followed directly by the bottom-layer garment. The footwear is placed below the bottom-layer hem, aligning with where the feet would naturally be. Lighting: Clean, even, diffused studio lighting (softbox or beauty dish style). The illumination must highlight all varying textures (e.g., pebble leather, suede, knit, or canvas) without creating harsh shadows.
Virtual Try-Off: Given an image of a person wearing clothing and a garment category prompt, the model generates a clean image of the garment as if it were photographed alone.
The model reconstructs the clothing item while preserving its style, texture, color, and design from the input image.
1 input image (person wearing clothes) + text category → 1 output garment image
Built with fal.ai.
Usage
- Try LoRA on fal.ai Playground
- Try the workflow (image-to-video) at fal.ai Workflow
Training
Trained with fal.ai trainer .
- Base model: FLUX.2-klein-base-9B
- Steps: 10000
- Learning Rate: 0.00005
-
Dataset: 300 image pairs (model + garment) of shape
1024x1024
Author
Created by Riza Velioglu at fal.ai
Runs of fal virtual-tryoff-lora on huggingface.co
3.4K
Total runs
0
24-hour runs
0
3-day runs
201
7-day runs
260
30-day runs
More Information About virtual-tryoff-lora huggingface.co Model
Url of virtual-tryoff-lora
virtual-tryoff-lora huggingface.co Url
Provider of virtual-tryoff-lora huggingface.co
Other API from fal
Updated:August 13 2026
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