Powerful image manipulation and categorization with facial attribute detection (cloudinary.com)

Automatically extract detailed face attributes from any uploaded image, and apply different image transformations accordingly. Create accurate face detection based and eyes detection based thumbnails. Dynamically add image overlays of glasses and masks. Code samples included for Ruby on Rails, PHP, Node.js, .Net and other frameworks.