Visual Experience Platform
Help CenterRelease NotesBlogWebsite
  • VXP - Visual Experience Platform
    • The VXP
      • Token
    • Settings
      • My Account
        • Profile
        • Support
      • Organisation
        • General Organisation Settings
        • Billing
          • Payment
          • Invoices
          • Plan
        • Users
          • Users
          • Roles
        • Teams
      • Project
        • Branding
        • Subscription
        • Analytics
          • Standard Dashboards
            • Multi tenants
            • User Dashboard
            • DAM Storage
            • Workflows Monitoring
            • Traffic Origin
            • Caching (Volumetry)
            • CDN performance
          • Custom Dashboard
        • Access
          • API keys
          • Security templates
          • OAuth2
  • Digital Asset Management (DAM)
    • Library
      • Assets
        • Asset Details window
          • Asset actions
            • Regional settings
            • Context menu ("..." button)
            • Add to My favorites (heart icon)
            • Edit media (image, video, etc)
              • Edit image
              • Edit video
              • Edit design template (coming soon)
            • Share
          • Asset information tabs
            • General
            • Metadata
            • Variations
            • Comments
            • Approvals
            • History
      • Folders
      • Collections
      • Labels
      • Products
      • My favorites
      • Help
      • Sharebox
      • Airbox
      • Search and Filters
        • Faceted Search
    • Plugins & Connectors
      • Plugins
        • Adobe Creative Cloud
        • Adobe Commerce (Magento)
        • Canva
        • Contentful
        • Contentstack
        • Directus
        • Drupal
        • Opencart
          • Opencart (v4)
        • Prestashop
        • Shopware
        • Storyblok
        • Strapi (v4)
        • Sylius
        • Uniform CMS
        • WordPress - VXP [Beta]
        • Wordpress
      • Connectors
        • Akeneo PIM
          • Akeneo Community PIM Connector
          • Akeneo Enterprise PIM App
        • Canva App
        • CI-Hub
        • Commercetools FaaS App
        • Hygraph app
        • Kontent.ai
        • OneTeg
        • Pabbly Connect
        • Prismic
        • Shopify / Shopify plus app
        • Zapier automation
    • Settings
      • Library
        • Components
        • Appearance
      • Metadata
        • Metadata Configuration
        • Assets
      • Tags
        • Configuration
        • Dictionary
      • Notifications
      • Automations
        • Post processing
        • Webhooks
        • Workflows
      • Storage
        • Providers
        • Upload
        • Video
        • Listing
        • Retrieval
        • Custom routing
  • Visual AI
    • Welcome
    • Visual AI
      • Images
        • Classification models
          • Auto-tagging
          • Brand detect
          • Dominant color extraction
          • Faces
            • Face analysis
            • Face clustering
          • Image quality
          • OCR
          • Number Plate recognition
          • Product type
          • Property classification
          • Scene Classification
          • Sport Classification
        • Generative AI models
          • Image-to-text
          • Plate blurring
          • Quality improvement (remove artifacts)
          • Remove background
          • Text-to-Image
        • Moderation models
          • Face count
          • NSFW - Not Safe For Work
          • Real estate authenticity
          • Watermark detection
      • Videos
        • Face detection
      • Search & find assets
        • Text Search
        • Similar Assets
  • Portals
    • Welcome
    • Creating a Portal
    • Editing a Portal
      • Pages
      • Sections
      • Design
      • Fonts
    • Managing a Portal
      • Settings
      • Access
      • Users
      • Labeling, Cloning, Archiving
    • Publishing a Portal
  • Dynamic Media Optimization (DMO)
    • Welcome
      • Responsive libraries
      • Native plugins
      • 360° view builder
      • Service status
    • Insights
      • Delivery
      • Optimization
      • Alerts
      • Logs
    • Transformations
      • Image optimization
        • Operations
          • Width and height
          • Prevent enlargement
          • Crop
            • Automatic Gravity Crop
            • Positionable Crop
            • Focal point Crop
            • Face Crop
            • Face hide
            • Aspect ratio crop
          • Fit
          • Cropfit
          • Bound
          • Boundmin
          • Cover
          • Device pixel ratio
          • Flip
          • Rotate
          • Trim
          • Rounded corners
        • Filters
          • Adjustment
            • Brightness
            • Contrast
            • Saturate
          • Color manipulation
            • Color overlay
            • Grayscale
            • Duotone
            • Sepia
            • Invert
          • Blur
          • Pixelate
          • Sharpen
        • Watermarking
          • Static watermark
          • Dynamic watermark
          • Text watermark
        • Image compression
          • Image formats
          • Optipress
      • Video optimization
        • Video API
          • Editing
            • Chapters
            • Combine
            • Trim
          • Optimizing
            • Convert
            • Compress
            • Transcode
        • On-the-fly-video optimization
      • Static content optimization
        • PDF to image
        • JS/CSS optimization
    • Invalidation
    • Settings
      • Asset Origin
        • AWS S3 or any other S3-compatible storage provider
        • Google Cloud storage (GCP)
        • Azure Blob storage
        • Own HTTP-based Storage
      • Images
        • Compression
        • Options
        • Watermark
      • Static content
      • Delivery
        • CNAME
        • URL format
        • Rules
        • Security
        • Caching
        • Default behaviors
  • Developers / Headless
    • Headless DAM
      • DAM APIs
        • API Authentication
        • API Reference
      • Command Line Interface (CLI)
      • Media Asset Widget(MAW)
        • Overview
        • Developer reference
        • V2 End-of-life
Powered by GitBook
LogoLogo

Quick links

  • Go to website
  • Legal Center

©2024 Scaleflex SAS

On this page
  • Overview
  • Typical use cases
  • API endpoints
  • Example API responses
Export as PDF
  1. Visual AI
  2. Visual AI
  3. Images
  4. Moderation models

Watermark detection

A ML model to identify the presence of visual watermarks in input images

PreviousReal estate authenticityNextVideos

Last updated 7 months ago

Overview

Protection of intellectual property and brand integrity is of great importance to content creators, marketers and organizations. Watermarks, which are often applied to images to prevent unauthorized use, play a significant role in safeguarding digital assets.

The Watermark detection functionality has been developed as a crucial component of our service. This machine learning model is designed to accurately determine whether an input image contains a visual watermark, thus providing customers with the ability to identify and work with their digital assets more effectively.

The employed deep learning algorithms analyze the input image data, extracting unique features and patterns that are indicative of visible watermarks, with the end goal being distinguishing between watermarked and non-watermarked images with high accuracy.

Typical use cases

Watermark detection can be employed in a variety of use cases, including:

  • Licensing compliance - Media agencies can use the feature to ensure that content consumers adhere to licensing agreements, thus preventing unauthorized use of their assets.

  • Asset management - The model can automatically categorize and tag images, allowing users to quickly locate and retrieve non-watermarked versions of their assets.

  • Quality control - Design and marketing teams can easily verify that images in promotional materials are free from unintended watermarks, ensuring consistent branding.

API endpoints

Information about the specific API endpoints is available in an always up-to-date documentation, that can be accessed via the following link:

There, you can find detailed information about the API endpoints, together with all required request parameters, so you know how to interact with them.

Example API responses

Input image
Input image
API response
API response
Input image
Input image
API response
API response
Input image
Input image
API response
API response

{
  "status": "success",
  "version": "3.0.2",
  "predictions": [
    {
      "no_watermark": 0.95,
      "watermark": 0.05
    }
  ],
  "request_uuid": "6d74d4b0-c761-4083-8e6d-db03de49065e",
  "sha1": "3ac8ffca25a63144ca14cd493449a69d2442fb30"
}
{
  "status": "success",
  "version": "3.0.2",
  "predictions": [
    {
      "no_watermark": 0.1,
      "watermark": 0.9
    }
  ],
  "request_uuid": "d9fab3aa-e8be-4d6b-a225-4d530b75416f",
  "sha1": "6db8da981658f926c8cc435fd378cc6d307463d3"
}
{
  "status": "success",
  "version": "3.0.2",
  "predictions": [
    {
      "no_watermark": 0.949,
      "watermark": 0.051
    }
  ],
  "request_uuid": "eb83ecf4-16e2-4f02-bfd6-b5059d760675",
  "sha1": "d15bb19c4b0081a564c298ad66b583b2f0f405fa"
}
{
  "status": "success",
  "version": "3.0.2",
  "predictions": [
    {
      "no_watermark": 0.189,
      "watermark": 0.811
    }
  ],
  "request_uuid": "608f91e3-2e24-430e-963d-5ae6ee211084",
  "sha1": "e0af32948b6469a8bef58ece415b38ed392595a5"
}
  "status": "success",
  "version": "3.0.2",
  "predictions": [
    {
      "no_watermark": 0.973,
      "watermark": 0.027
    }
  ],
  "request_uuid": "ae15f794-e98c-4f34-a75b-85de56d82e5a",
  "sha1": "6a5614e25e08663ebb1418c6d3090476b5bc8941"
}
{
  "status": "success",
  "version": "3.0.2",
  "predictions": [
    {
      "no_watermark": 0.083,
      "watermark": 0.917
    }
  ],
  "request_uuid": "5d7a8ce6-a3e0-47cc-b587-496465b5256e",
  "sha1": "c1c3cf2effd2d822691858c32335b72c7ff9e8a7"
}
Scaleflex API for Digital Asset Management (DAM), Visual AI and Media OptimizationScaleflex API
Logo