Varun Kumar M's Projects
Raw implementation of attention gated U-Net by Keras
We use deep learning to segment tumourous bladder cancer cells and estimate the Ki-67 index to evaluate cancer prognosis.
code for decoding speech as text from neural data
We developed a game similar to the popular Pacman game.
Official Repository for Hacktoberfest 2k17 NITK Edition meetup conducted at NITK Surathkal in collaboration with Team Engineer. Credits to @jenkoian for the Hacktoberfest Checker @rohitvarkey for the PDF for Tuesday's talk!
As part of the national level competition, E-Yantra, we built a line following robot using the ATMEGA2560 microcontroller to pick pebbles and deposit them into a water pitcher; inspired by the classic thirsty crow story.
Personal website for Varun Machhale Kumar
An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
We develop a convolutional generative adversarial (CNN-GAN) network for speech enhancement. Further, we compare its performance with a CNN based speech enhancement model.
IEEE Summer Projects for IEEE-NITK CompSoc for the Summer of 2018
A robust deep learning framework for segmentation of 2D echocardiography
MONAI Tutorials
We implement a Vision Transformer model and understand the effect of adding a learnable resizer network to the ViT Model.