Hello. What do I need to know to create a deep learning framework for working with computer vision and NLP? What you need to know and where to study better? Please advise the resources for learning (сnn, rnn, etc.), as well as the rest of what I need to know in order to create my own deep learning structure. all for the purposes of interest, as well as for educational purposes. Please answer my questions. thank you
I assume you mean how to build your own deep learning model instead of framework Here is a great book: Dive into Deep Learning https://www.d2l.ai/. It gives an overview about Deep Learning and provides a lot of code examples. Starting from building a simple multilayer perceptron to advanced CNN and RNN examples.
You can also check out the MXNet tutorials https://mxnet.incubator.apache.org/versions/master/tutorials/ and examples https://github.com/apache/incubator-mxnet/tree/master/example