Deep learning technologies for social impact. (2022)

• Record Type: Book
• Further Information: Note: Shajulin Benedict.
• Authors: Benedict, Shajulin
• Contents: I Introduction; 1 Deep Learning for Social Good – An Introduction; 2 Applications for Social Good; 3 Computing Architectures – Base Technologies; II Deep Learning Techniques; 4 CNN Techniques; 5 Object Detection Techniques and Algorithms; 6 Sentiment Analysis – Algorithms and Frameworks; 7 Auto Encoders and Variational AutoEncoders; 8 GANs and Disentangled Mechanisms; 9 Deep Reinforcement Learning architectures; 10 Facial Recognition and Applications; III Security, Performance, and Future Directions; 11 Data Security and Platforms; 12 Performance Monitoring and Analysis; 13 Deep Learning – The future perspectives
• Publisher Details: Bristol : IOP Publishing
• Publication Date: 2022
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 006.31; Deep learning (Machine learning); Technology -- Social aspects
• Languages: English
• ISBNs: 9780750340243; 9780750340236
• Related ISBNs: 9780750340229
• Notes: Note: Description based on CIP data; resource not viewed.
• 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.