Cloudinary Logo Cloudinary Docs Docs
  • Image & Video APIs
    • Get Started
    • Guides
    • References
    • SDKs
    • Release Notes
  • Assets (DAM)
    • Get Started
    • User Guides
    • Admin Guides
    • Assets APIs
    • Release Notes
  • More Products
    • Integrations Add Cloudinary capabilities to your tech stack apps and platforms
    • MediaFlows Low-code workflow automation for images and videos
    • Cloudinary 3D Content creation and 3D experiences at scale
    • FinalTouch (Early Access) AI-powered virtual photoshoot and image creation for eCommerce
  • Resources
    • Blog
    • Training
    • Support
    • Demos
    • Additional Resources
  • Pricing
AI sparkles
Light theme
Dark theme
Device default
sign up for free
  • Get Started
    • Image & Video APIs overview
    • Developer kickstart
      • Step 1: Register and find credentials
      • Step 2: Load pages faster with optimization
      • Step 3: Your first transformations
      • Step 4: Resize transformations
      • Step 5: Set up and run your first SDK project
      • Congrats! You're ready to code!
    • SDK quick starts
    • Try it!
      • Code explorers
      • Feature demos
      • Postman collections
    • MCP servers and LLM tools (Beta)
    • Video tutorial library
      • Programmatic asset management
      • Optimization and delivery
      • Transformations
      • Dev Hints on YouTube
      • Dev Hints en Español
      • Cloudinary Café Training Sessions
    • Additional onboarding resources
      • Service introduction
      • Onboarding FAQ
      • Enterprise onboarding FAQ
      • Migration guide
      • Glossary
  • Guides
    • Cloudinary Image
      • Product overview
      • Image transformations
      • Image optimization and delivery
      • Programmatic image creation
      • Product Gallery widget
      • Media Editor widget
      • Image add-ons
    • Cloudinary Video
      • Product overview
      • Cloudinary Video Player
      • Adaptive bitrate streaming
      • Video transformations
      • Video and audio optimization
      • Video transcription
      • Video analytics
      • Live streaming
      • Video add-ons
      • Video best practices
      • Social media videos
    • Upload
      • Uploading assets
      • Customizing uploads
      • Client-side uploading
      • Upload presets
      • Upload widget
    • Asset management
      • CRUD asset management APIs
      • Media Library for developers
      • Search for assets
      • Eager and incoming transformations
      • Custom metadata
      • Analyze assets
      • Moderate assets
      • Webhook notifications
      • Advanced asset management
      • Add-ons
    • Account management
      • Account settings
      • Product environment settings
      • User provisioning
      • Usage data
      • How are transformations counted?
    • Retail and e-commerce
      • Best practices
      • Visual differentiators
      • Customize and optimize assets
      • Workflows
    • User-generated content
      • Profile picture sample project
      • Video review sample project
      • Marketplace products sample project
      • Try before you buy sample project
    • Accessible media
      • Overview
      • Image accessibility
      • Video and audio accessibility
      • Image and video adaptability
      • Visual and audio clarity
      • Interactive content and controls
    • AI in action
    • Native mobile
    • Add-ons
      • Advanced Facial Attributes Detection
      • Amazon Rekognition AI Moderation
      • Amazon Rekognition Video Moderation
      • Amazon Rekognition Auto Tagging
      • Amazon Rekognition Celebrity Detection
      • Aspose Document Conversion
      • Cloudinary AI Background Removal
      • Cloudinary AI Content Analysis
      • Cloudinary AI Vision
      • Cloudinary Duplicate Image Detection
      • Google AI Video Moderation
      • Google AI Video Transcription
      • Google Auto Tagging
      • Google Automatic Video Tagging
      • Google Translation
      • Imagga Auto Tagging
      • Imagga Crop and Scale
      • Perception Point Malware Detection
      • Microsoft Azure Video Indexer
      • OCR Text Detection and Extraction
      • Pixelz - Remove the Background
      • URL2PNG Website Screenshots
      • VIESUS™ Automatic Image Enhancement
      • WebPurify Image Moderation
  • References
    • Transformation URL API
    • Upload API
    • Admin API
    • Provisioning API
    • Analyze API (Beta)
    • Live streaming API
    • Cloudinary CLI
    • SDK references
      • Transformation Builder reference
      • React SDK reference
      • Vue.js SDK reference
      • JavaScript SDK reference
      • Angular SDK reference
      • PHP SDK reference
      • Go SDK reference
      • Dart SDK reference
      • Flutter SDK reference
    • Postman collections
    • Upload Widget API
    • Product Gallery API
    • Media Editor API
    • Video Player API
  • SDKs
    • Backend SDKs
      • Node.js SDK
      • Python SDK
      • PHP SDK
      • Java SDK
      • Ruby/Rails SDK
      • .NET SDK
      • Go SDK
      • Dart SDK
    • Frontend SDKs
      • React SDK
      • Vue.js SDK
      • Angular SDK
      • JavaScript SDK
      • jQuery SDK
      • React SDK (Legacy)
      • Vue.js SDK (Legacy)
      • Angular SDK (Legacy)
      • JavaScript SDK (Legacy)
    • Mobile SDKs
      • iOS SDK
      • Android SDK
      • Flutter SDK
      • React Native SDK
      • Kotlin SDK
    • Community-developed libraries
      • Next.js
      • Astro
      • Laravel
      • NuxtJS
      • Svelte
      • Gatsby
      • Netlify
      • Drupal
  • Release Notes
    • Latest: September 3, 2025
    • July 09, 2025
    • May 27, 2025
    • Previous releases
      • November 29, 2024
      • October 9, 2024
      • August 12, 2024
      • June 27, 2024
      • May 31, 2024
      • April 16, 2024
      • February 28, 2024
      • January 03, 2024
      • November 13, 2023
      • October 26, 2023
      • September 21, 2023
      • August 15, 2023
      • July 13, 2023
      • June 19, 2023
      • May 16, 2023
      • Apr 04, 2023
      • Feb 21, 2023
      • Dec 27, 2022
  • Get Started
    • Image & Video APIs overview
    • Developer kickstart