
Автор: Srinidhi Hiriyannaiah, Siddesh G.M., Srinivasa K.G.
Издательство: CRC Press
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf (true)
Размер: 34.7 MB
Cloud based Multi-Modal Information Analytics: A Hands-on Approach discusses the various modalities of data and provide an aggregated solution using cloud. It includes the fundamentals of neural networks, different types and how they can be used for the multi-modal information analytics. The various application areas that are image-centric and videos are also presented with deployment solutions in the cloud. Deep Learning (DL) applications are based on neural networks for learning and prediction for various problems of Computer Vision, self-driving, speech translation and other applications. PyTorch is an open source library for implementing programs on computer vision and multimodal data. It supports all operating systems with a primary focus on the interface of Python. There are a wide number of applications built on PyTorch, which include Tesla Autopilot, Uber’s Pyro, Hugging Face’s Transformers, PyTorch Lightning and Catalyst.