Introduction to PyTorch
PyTorch is an open-source machine learning library based upon Torch library, used for a lot of applications such as Computer vision, Natural Language Processing, and other many applications related to AI It was primarily developed by Facebook’s AI Research lab
Pytorch provides two high-level features :
Tensor computing with great efficiency using GPUs (Graphics Processing Units)
Deep neural networks built on a tape-based automatic differentiation system
Now there is a list of Functions…
understand by creating a model which generates images of handwritten digits similar to those from the MNIST database.
Generative modeling is an unsupervised learning task in machine learning that involves automatically discovering and learning the regularities or patterns in input data in such a way that the model can be used to generate or output new examples that plausibly could have been drawn from the original dataset. — Source.
To get a sense of the power of generative models, just visit thispersondoesnotexist.com. Every time you reload the page, a new image of a person’s face is generated on the fly…
when working with images
Machine Learning|Deep Learning|Student at IIT Indore