Similarity search in practice or how AI can help in everyday’s life
05-19, 14:00–14:55 (Europe/Vilnius), Coral B - Workshop

AI technologies brough the ability to construct the data in new light. Search engines learn to search not by keywords but by semantic information, the same goes for image or audio search. In this talk we dive into idea and realization how to construct Image/Text/Audio search from scratch, using existing AI pipelines.

We dive into usage of Pytorch library and existing pre-trained models, to construct Image/Text/Audio search from scratch, using existing AI pipelines. The investigation of paralelization of computations using numba (cuda) library will expand the speeup cases.

What is a level of your talk –

Beginner

 What topics define your talk the best? –

PyData, machine learning, ML engineering, nlp, images and videos
Linas Petkevičius

Researcher @Instutute of computer science, Vilnius university
Board member of Artificial intelligence association of Lithuania