Adobe, Inc.

Pranjal Prasoon

Balaji Krishnamurthy

Nikaash Puri

Mihir Naware

Hyman Chung

Matthew William Rozen

Somesh Singh

William Brandon George

Lauren Dest

Joshua Butikofer

Kumar Mrityunjay Singh

Kunal Kumar Jain

Yaman Kumar

Brandon Pack

Suman Basetty

Clinton Hansen Goudie-Nice

James Patrick O'Reilly

Abhinav Chauhan

Mihai Corlan

Timothy Chia-chi Liu

Alexander Klimetschek

Nikitha Srikanth

Nisarg Shailesh Joshi

Seoyoung Park

Nithyakala Sainath

In implementations of systems for digital content analysis, a computing device implements an analysis system to extract a first content component and a second content component from digital content to be analyzed based on content metrics. The analysis system generates first embeddings using a first machine learning model and second embedding using a second machine learning model. The first embeddings and the second embeddings are combined as concatenated embeddings. The analysis system generates an indication of a content metric for display in a user interface using a third machine learning model based on the concatenated embeddings.

Digital content analysis

Content creation techniques are described that leverage content analytics to provide insight and guidance as part of content creation. To do so, content features are extracted by a content analytics system from a plurality of content and used by the content analytics system as a basis to generate a content dataset. Event data is also collected by the content analytics system from an event data source. Event data describes user interaction with respective items of content, including subsequent activities in both online and physical environments. The event data is then used to generate an event dataset. An analytics user interface is then generated by the content analytics system using the content dataset and the event dataset and is usable to guide subsequent content creation and editing.

Content analytics as part of content creation

Growing community of inventors

Ranchi, India

Pranjal Prasoon