Cloud based multi-modal information analytics : a hands-on approach /
Srinidhi Hiriyannaiah, Siddesh G M, Srinivasa K G.
- First edition.
- 1 online resource.
- Chapman & Hall/CRC cloud computing for society 5.0 .
Multi-modal data analytics and lifecycle using cloud -- Cloud computing -- Overview of deep learning -- Deep learning platforms and cloud -- Neural networks for multi-modal data analytics -- Cloud examples for neural networks multi-modal architectures -- Training neural networks on cloud -- Image analytics -- Text analytics -- Speech analytics.
"Cloud based Multi-Modal Information Analytics: A Hands-on Approach discusses the various modalities of data and provide an aggregated solutions using cloud. It includes the fundamentals of neural networks, different types and how it can be used for the multi-modal information analytics. The various application areas that are image-centric and video are also presented with deployment solutions in the cloud"--