A distillation based approach for the diagnosis of diseases

no code implementations • 7 Aug 2021 • Hmrishav Bandyopadhyay, Shuvayan Ghosh Dastidar, Bisakh Mondal, Biplab Banerjee, Nibaran Das

Presently, Covid-19 is a serious threat to the world at large.

Knowledge Distillation

Exploring Knowledge Distillation of a Deep Neural Network for Multi-Script identification

no code implementations • 20 Feb 2021 • Shuvayan Ghosh Dastidar, Kalpita Dutta, Nibaran Das, Mahantapas Kundu, Mita Nasipuri

In this paper, we explore dark knowledge transfer approach using long short-term memory(LSTM) and CNN based assistant model and various deep neural networks as the teacher model, with a simple CNN based student network, in this domain of multi-script identification from natural scene text images.

Knowledge Distillation Transfer Learning