Segment and Generate Binary Masks

AI-powered segmentation and generation of binary object masks, for your online business, marketing, or just for fun!

Patternful AI — Segment and Generate Binary Masks
Patternful AI — Multiple Objects Segmentation at the Same Time

Multiple Objects Segmentation at the Same Time

Our binary mask generator can segment multiple isolated objects simultaneously. Upload once and highlight all objects you want, we do the rest for you.

See the Binary Mask Generator in Action

Just upload an image and highlight the objects you want to keep. Our AI instantly segments each subject and returns crisp binary masks, inverted masks, and transparent cutouts — no manual tracing, no tedious selections. Watch how a single click turns a raw photo into clean, ready-to-use masks.

Start Generating Binary Masks

How to Generate Binary Object Masks

  1. 1. Upload Designs

    Upload an image you want to segment and generate binary object masks.

  2. 2. Highlight Objects

    Use our brush tool to highlight the object you would like to mask.

  3. 3. Generate Masks

    Let AI automatically segment the object and generate binary masks.

  4. 4. Download Masks

    Download binary masks and segmented objects.

One Tool, Endless Masking Possibilities

From background removal and marketplace listings to lifestyle composites and product catalogs, generate precise binary masks ready for any project.

  • Background Removal

    Isolate any subject from its background in one click and export it with a clean transparent cutout.
  • White Background Listings

    Place products on clean white backgrounds to meet Amazon, eBay, and Shopify marketplace image requirements.
  • Lifestyle Composites

    Drop cut-out products into new scenes and backdrops to create scroll-stopping lifestyle and ad imagery.
  • Product Catalogs

    Cut out products at scale for ecommerce listings, marketplaces, and marketing with consistent, clean edges.

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Frequently Asked Questions

What are binary masks?

A binary mask defines a region of interest (ROI) of an image. A binary mask image is usually a black and white image that consists of 0 and 1 pixels. Mask pixel values of 1 (white pixels) indicate image pixels that belong to the ROI. Mask pixel values of 0 (black pixels) indicate image pixels that are part of the background.

What are the outputs of the binary mask generator?

The output is one zip file, including four images: 1. a binary mask of all highlighted objects; 2. an inverted binary mask of all highlighted objects; 3. an image of all segmented objects (original image with the binary mask applied), the background is transparent; 4. an image of everything else without the segmented objects (original image with inverted binary mask applied).

What is the size of the output binary mask?

The output binary masks have the same size as the original image. The output segmented objects also share the same size.

What about privacy? Are my images safe?

Yes, your images are safe with us. Patternful.ai prioritizes user data safety. Your images are always private, proprietary, and they remain your property. All your uploaded images are automatically deleted from our servers after a few hours.

Upload Image to Generate Masks

Segment objects and generate binary masks in just one click.