skviswa Goto Github PK

collaboration

Collaborating over interesting articles and tutorials in the broad field of ML and AI

darknet

Convolutional Neural Networks

deeppurpose

A Drug-Target Interaction Prediction Toolkit with State-of-the-Art Deep Learning Methods and its Applications in Drug Repurposing and Virtual Screening

doubletransfer_mediqa2019

DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain

llavatrivia

Test ability of open sourced and closed source multimodal models on trivia

llmswithrecommendersystems

Toy prototype that applies LLMs to a recommendation problem and looks at how a virtual shopping assistant could function in this scenario.

mapreduce

mriscanclassification

A scala program that implements a Tree based classifier that separates the foreground and background of a greyscale MRI image. This is useful in tracing the neurons in the scan.

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

pedestriananomalydetection

We are exploring how we can apply video prediction techniques, like PredNet, which aim to predict the next frame in a video sequence, for anomaly detection tasks.

samplesyntheamodule

Repository containing sample customized synthea module

turtlebot-simulation-with-object-detection

We have a Turtlebot simulator which is treated as an autonomous vehicle. Global path planning is applied on this map environment. A webcam feed is simulated with the Turtlebot camera on which we apply the YOLO detector to recognize people. This integrated framework is used as a pedestrian detector mechanism where the Turtlebot stops it's movement whenever it detects the presence of a person in front of the webcam!

work

Some of my interesting work over the past year