#long short-term memory

[pythongui]

Long Short-Term Memory | Python GUI

Long Short-Term Memory (LSTM) is a type of recurrent neural network (RNN) that is designed to handle the issue of the vanishing gradient problem faced by traditional RNNs. LSTM networks have a unique architecture that allows them to store and access information over long periods. If you want to explore more about Long Short-Term Memory, take a look at this blog.

[ijtsrd]

Image Captioning Generator using Deep Machine Learning

by Sreejith S P | Vijayakumar A "Image Captioning Generator using Deep Machine Learning"

Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021,

URL: https://www.ijtsrd.compapers/ijtsrd42344.pdf

Paper URL: https://www.ijtsrd.comcomputer-science/artificial-intelligence/42344/image-captioning-generator-using-deep-machine-learning/sreejith-s-p

callforpaperbiologicalscience, biologicalsciencejournal

Technologys scope has evolved into one of the most powerful tools for human development in a variety of fields.AI and machine learning have become one of the most powerful tools for completing tasks quickly and accurately without the need for human intervention. This project demonstrates how deep machine learning can be used to create a caption or a sentence for a given picture. This can be used for visually impaired persons, as well as automobiles for self identification, and for various applications to verify quickly and easily. The Convolutional Neural Network CNN is used to describe the alphabet, and the Long Short Term Memory LSTM is used to organize the right meaningful sentences in this model. The flicker 8k and flicker 30k datasets were used to train this. 

[procedural-generation]

BachBot

I’ve talked about procedurally generated Bach before, but this research project is using a Bach-based Turing test to train their LSTM.

After you take the test, there’s a bunch of sample tracks to listen to, plus the code is on GitHub if you want to generate your own Bach-style compositions.