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README.md

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 # TY Fashion Background Remover
 
-_IS-Net-based fashion image background removal model for removing background of fashion images on the Trendyol e-commerce catalogue._
+_TY Fashion Background Remover is an IS-Net–based human segmentation and background-removal model designed to automatically detect and isolate people in images. It produces high-quality binary/alpha masks and trimmed RGBA composites intended for downstream editing, compositing, and automated image pipelines. Although optimized for fashion photography, it is suitable for any application where the image contains human and the goal is to separate them cleanly from the background._
 
 ## Model Details
 
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 ## Intended Use
 
-- Isolate human models in fashion product images by removing the image background
+- Automatically remove backgrounds from images containing human, isolating the subject for further editing, compositing, or analysis.
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+- Designed for use in applications such as e-commerce product photography, fashion catalogs, profile pictures, and creative media projects where the human subject needs to be cleanly separated from the background.
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+- Optimized for images with clear human presence; not intended for objects, animals, or scenes without people.
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+- Can be used as a preprocessing step for downstream tasks like virtual try-on, background replacement, and image-based content generation.
 
 ## Usage