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Costume Background Removal

Remove backgrounds from costume images with pixel-level precision.

Machine Learning
Image Processing

By AILab Tools

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Project Details

Our Costume Background Removal API offers state-of-the-art technology to accurately remove backgrounds from a variety of costume images, including mannequins, real people, pure clothing items, and virtual models. Utilizing pixel-level precision, this API ensures clean and professional cutout results, perfect for e-commerce, digital fashion design, and content creation. The API processes images swiftly and returns high-quality cutouts, allowing for seamless integration into your projects. Enhance your workflows, improve visual appeal, and streamline your image processing tasks with our reliable and efficient Costume Background Removal API. Designed for scalability and optimized for rapid deployment, it’s the ultimate tool for any industry requiring high-quality image manipulation.

Application Scenarios

  • E-commerce Apparel Segmentation: Enables foreground segmentation of e-commerce apparel images, allowing for background separation and replacement, and facilitating batch processing and creation of main images for e-commerce apparel.

  • Virtual Try-On Creation: In virtual try-on scenarios such as wedding photography, traditional ethnic costumes, Hanfu, cosplay makeup, etc., the clothing is segmented through a pre-processing stage of the images, followed by outfit changes and virtual try-ons using AIGC (AI-generated content) technology.

  • Personalized Intelligent Recognition: Allows for segmentation and masking of specified categories within images, including outerwear, tops (including inner linings), pants, skirts, hats, shoes, and bags, thereby enabling personalized clipping and processing of specified types of apparel.

Featured Advantages

  • Multi-Type Automatic Recognition: Automatically identifies the main apparel in an image without the need for additional specification of clothing positions, and can return masks for specified categories.

  • Applicable in Various Apparel Scenes: Suitable for precise clipping scenarios such as human mannequin apparel, real human apparel, apparel-only images, and virtual human apparel.

  • Complex Full Category Segmentation: Suitable for segmentation of apparel subjects in multiple apparel product categories and under complex background conditions, achieving precise segmentation across all categories.

Rendering

ORIGINAL IMAGE-maskwhiteBK
ORIGINAL IMAGERESULT IMAGERESULT IMAGERESULT IMAGE

Garment Extraction Based on Clothing Categories

ORIGINAL IMAGEhattopsskirtshoes
ORIGINAL IMAGERESULT IMAGE - hatRESULT IMAGE - topsRESULT IMAGE - skirtRESULT IMAGE - shoes
ORIGINAL IMAGEtopspantsbagshoes
ORIGINAL IMAGERESULT IMAGE - topsRESULT IMAGE - pantsRESULT IMAGE - bagRESULT IMAGE - shoes

API Doc

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