Marsha Mariya Kappan's repositories
ADME-of-drug-Toxicity-prediction
Drug-induced liver injury (DILI) is fatal liver disease caused by drugs and it has been the single most frequent cause of safety-related drug marketing withdrawals for the past 50 years (e.g. iproniazid, ticrynafen, benoxaprofen). The DILI dataset is aggregated from U.S. FDA’s National Center for Toxicological Research. Given a drug SMILES string, predict whether it can cause liver injury (1) or not (0).
CALCULATION-OF-THROUGHPUT-OF-WIRELESS-NETWORK
Simulate a wireless network consisting of TCP and UDP Traffic and then calculate their respective throughput using AWK script.
PERFORMANCE-EVALUATION-OF-ROUTING-PROTOCOLS-DSDV-DSR-AND-AODV
Evaluate the performance of routing protocols DSDV, DSR and AODV
ROUTING-PROTOCOLS-IN-WIRED-NETWORK-Distance-Vector-Routing-and-Link-State-Routing.
To evaluate the performance of routing protocols, Distance Vector Routing Protocol and Link State Routing Protocol in wired network using NS2.
Angular-and-node.js-based-User-Registration-and-Login-Page
This is a project to develop an interactive front end using Angular. A user registration and login page is developed. And login is done using Role-based Authorization
Bounding-box-calculation
To calculate approximate bounding box for a person using keypoint coordinates only
Brain-tumour-prediction-detection
This is the program to predict whether a person have brain tumour or not by using MRI images
CBAM-from-scratch-for-beginners-pytorch
CBAM: Convolutional Block Attention Module implementation from scratch with detailed explanation
Disease-prediction-diabetes-and-heart-disease-using-Machine-Learning-and-Python-
A webpage designed using Python's streamlit library to predict diseases such as diabetes and heart disease. The Machine learning model creation is done using Linear regression and SVM.
disk-scheduling
SCAN,CSCAN,LOOK,CLOOK
COCO-small-dataset
Download specific classes in specific number from COCO dataset. The code helps to download 15k images of 'person' class.
Depthwise-separable-convolution
Depthwise separable convolution from scratch
Disk-Scheduling-Algorithms
SCAN, CSCAN,LOOK,CLOOK
Extract-red-green-blue-rgb-images
This repository will help to extract red, green, blue images separately from a color image.
MobileHumanPose
This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).
PERFORMANCE-EVALUATION-OF-DIFFERENT-QUEUES
To simulate a wired network consisting of different queues like DropTail, FQ, SFQ, DRR, RED and evaluate their performances.
TCP-VARIANTS-TAHOE-RENO-NEWRENO-AND-VEGAS
To simulate a network consisting of TCP variants TAHOE, RENO, NEWRENO and VEGAS and study the congestion window behaviour with time.
Visualise-CNN-layer-outputs
To visualize the outputs of each layer when passing an input image through layers.