Shiv VigneshinAnalytics VidhyaMathematics Behind Transformer Language Models.Multi-head attention Transformer language models have emerged as the defacto architecture choice in most NLP tasks. First proposed in the…Dec 29, 2023Dec 29, 2023
Shiv VigneshinAnalytics VidhyaHow Facial Recognition Systems Work?This title needs no introduction, everybody has come across this term in our everyday lives. We use this term quite liberally without…Aug 5, 2020Aug 5, 2020
Shiv VigneshinAnalytics VidhyaStyle Transfer using Neural NetsOut of the plethora of applications that implement AI or the numerous day-to-day problems which have been solved by applying AI, style…Jul 28, 2020Jul 28, 2020
Shiv VigneshinAnalytics VidhyaThe Perfect Fit for a DNN.The primary objective in deep learning is to have a network that performs its best on both training data & the test data/new data it…Jul 24, 20201Jul 24, 20201
Shiv VigneshinAnalytics VidhyaThe world through the eyes of CNN.Convolutional Neural Networks is a class of deep learning models widely used in the field of computer vision & its applications…Jun 26, 2020Jun 26, 2020
Shiv VigneshinAnalytics VidhyaYOLO: You Only Look Once.YOLO object detection algorithm which can perform classification and object localization(detection) at the same time, looking at the image…Jun 10, 20201Jun 10, 20201