Modern Computer Vision with PyTorch : Explore deep learning concepts and implement over 50 real-world image applications /: Explore deep learning concepts and implement over 50 real-world image applications. (2020)

• Record Type: Book
• Further Information: Note: V Kishore Ayyadevara, Yeshwanth Reddy.
• Authors: Ayyadevara, V Kishore; Reddy, Yeshwanth
• Contents: Table of ContentsArtificial Neural Network FundamentalsPyTorch FundamentalsBuilding a Deep Neural Network with PyTorchIntroducing Convolutional Neural NetworksTransfer Learning for object ClassificationPractical Aspects of Image ClassificationBasics of Object detectionAdvanced object detectionImage segmentationApplications of object detection and localizationAutoencoders and Image ManipulationImage generation using GANAdvanced GANs to manipulate imagesTraining with minimal data pointsCombining Computer Vision and NLP techniquesCombining Computer Vision and Reinforcement LearningMoving a Model to ProductionOpenCV utilities for image analysis.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2020
• Extent: 1 online resource (824 pages)
• Subjects: Computers -- Image Processing; Computers -- Machine Theory; Computers -- Neural Networks; Mathematical theory of computation; Machine learning; Neural networks & fuzzy systems
• Languages: English
• ISBNs: 9781839216534; 1839216530
• 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.