Playlist Generator An app that uses semantic search to generate afrobeat song playlists from input texts This is a side project where I built an end-to-end machine learning application that uses a sentence transformer model hosted as a model-as-a-service. It is a simple recommendation system that tries to find afrobeat songs about a user’s sentiment by comparing the user’s text inputs to song lyrics and then return the most similar songs....
Tokenization is an umbrella term for the methods used to turn texts into chunks of words or sub-words. Tokenization has a lot of applications in computer science, from compilers to Natural Language Processing. In this article, we would be focusing on tokenizers in Language models, in particular, a method of tokenization called Byte Pair Encoding. The last few years have witnessed a revolution in NLP catalyzed mainly by the introduction of the transformers architecture in 2017 with the paper ‘Attention is all you need ’ epitomized by the introduction of ChatGPT in late 2022....
And Enhance!! (from Blade Runner ), that’s Computational Photography . Computational photography describes signal processing techniques and algorithms that allow computers to replicate photographic processes like motion - blur correction , auto-focus ,depth-sensing , zoom and other features that would otherwise be impossible without optics ,while some of these processes use artificial intelligence techniques, Computational Photography is more than just AI , it involves a series of process like that takes an image from the Ones and Zeros on captured by image signal sensors and process to the final image displayed on screens ....