Rohit Kundu's repositories
Traditional-Feature-Extraction
Feature Extraction is an integral step for Image Processing jobs. This repository contains the python codes for Traditional Feature Extraction Methods from an image dataset, namely Gabor, Haralick, Tamura, GLCM and GLRLM.
Two-Step-Feature-Enhancement
Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science
Ensemble-Pneumonia-Detection
Based on our paper "Pneumonia Detection from Chest X-ray Images using a Novel Weighted Average Ensemble Model" published in Nature- PlosOne
Fuzzy-Rank-Ensemble
Based on our paper on "A Fuzzy Rank-based Ensemble of CNN Models for Classification of Cervical Cytology" published in Nature- Scientific Reports.
Cervical-Cancer-CNN-GA
Deep feature selection using GA for classification of cervical cytology images.
COVID-Detection-Gompertz-Function-Ensemble
Based on our paper "Fuzzy Rank-based Fusion of CNN Models using Gompertz Function for Screening COVID-19 CT-Scans".
Segmentation-HHO_Altruism
Based on our paper on Multi-Objective Harris Hawk's Optimization with Altruism for Unsupervised Brain MRI Segmentation
Hybrid_OBHSA-MRFO
Hybrid of two Wrapper feature selection algorithms for feature selection.
Fuzzy-Integral-Covid-Detection
Based on our paper on Sugeno Fuzzy Integral fusion of CNN classifiers for COVID-19 detection from Lung CT scan image data.
ET-NET_Covid-Detection
An Ensemble Transfer Learning Network for COVID-19 detection from lung CT-scan images.
Research-Internships-for-Undergraduates
List of Research Internships for Undergraduate Students
Rohit-Kundu
About Me
Single-Image-Super-Resolution
Official implementation of our paper on Single Image Super-Resolution Using a Residual Channel Attention Network.
Cell-Tracker
Official Implementation of our paper on Cell Tracker Algorithm for NPC Cell maturation profile understanding.
Hybrid_MRFO-OBHSA
Hybrid (Strong) Wrapper Algorithm combining Manta-Ray Foraging Optimization and Opposition-Based Harmony Search.
Pneumonia-Detection-Local-Search-aided-SCA
Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selection Method".
DIY-FSCIL
[CVPR-2022] '' Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches'', IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2022.
efficient-annotation-cookbook
Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)
Filter-Ranking-Feature-Selection
A repo for various filter-based feature ranking methods.
ML-Notebooks
:fire: A series of code examples for all sorts of machine learning tasks and applications.