Generative AI with Python and TensorFlow 2 : Harness the power of generative models to create images, text, and music /: Harness the power of generative models to create images, text, and music. (2021)

• Record Type: Book
• Further Information: Note: Joseph Babcock, Raghav Bali.
• Authors: Babcock, Joseph; Bali, Raghav
• Contents: Table of ContentsAn Introduction to Generative AI: "Drawing" Data from ModelsSetting Up a TensorFlow LabBuilding Blocks of Deep Neural NetworksTeaching Networks to Generate DigitsPainting Pictures with Neural Networks Using VAEsImage Generation with GANsStyle Transfer with GANsDeepfakes with GANsThe Rise of Methods for Text GenerationNLP 2.0: Using Transformers to Generate TextComposing Music with Generative ModelsPlay Video Games with Generative AI: GAILEmerging Applications in Generative AI.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2021
• Extent: 1 online resource (488 pages)
• Subjects: Computers -- Intelligence (AI) & Semantics; Computers -- Computer Vision & Pattern Recognition; Computers -- Neural Networks; Artificial intelligence; Neural networks & fuzzy systems; Pattern recognition; Computer vision
• Languages: English
• ISBNs: 9781800208506; 1800208502
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.