kannudimmud Goto Github PK

a.i.

art_generation

Art Generation through Neural Style Transfer in Python

bioinformatics

Deployed NGS algorithm, Disease prediction from genes and bioactivity prediction of renin in python

brain_tumor_segmentation

Example of brain tumor segmentation.

cell_segmentation

Cell segmentations using Stardist and Watershed method.

chest_x-ray

Medical Diagnosis in Chest X-ray images.

comp_neuro

This repository serves as a collection of implementations and resources for various computational neuroscience techniques, including Hopfield's network,hebbian learning and common spatial patterns etc.

computer_vision

deep_learn

Several deep learning methods has applied for example datasets

denoising

Denoising of both MRI and CT images in Python

diabetes-prediction

Diabetes prediction with Exploratory Data Analysis (EDA). Achieved the highest accuracy among literature

dna_seq

Collection of DNA sequencing algorithms implemented in Python, covering various stages of the sequencing process, including pre-processing, indexing, and analysis.

facial

This repository inclused several applications of extracting and classifying features from face images.

finding-neurons

Locating neurons in the coronal plane of the mouse brain through segmentation in MATLAB. The goal of this project is to assist in the analysis of neural structures by automating the detection and localization of neurons in brain images.

fourier

gan

Implementation of Generative Adversarial Networks (GANs) and Conditional GANs (cGANs) designed for generating realistic images from the CIFAR-10 dataset.

hodgkin-huxley-model-

Hodgkin and Huxley neuron model using Simulink and MATLAB. The Hodgkin and Huxley model is a mathematical representation of the electrical activity in a neuron, capturing the dynamics of ion channels and membrane potential.

ibmx

image_proces

This repository acts as an extensive repository of code implementations and resources, covering a range of image processing techniques such as template matching, watershed segmentation, denoising, and more

image_registration

Image Registration for Alzheimer and Macular Degeneration images

language-processing

Counting the number of unique words in multiple language book translations. The goal of this project is to analyze the vocabulary richness and diversity across different languages by comparing word frequencies in translated books.

machine_learn

Algorithms and Example Cases for Machine Learning

matlab

matlab_tech

movie_recommendation

Movie Recommendation System with User-Based Collaborative Filtering.

multivariate

muscle-active-state

Muscle active state model implemented in Simulink. The muscle active state model is a computational representation of the activation dynamics of skeletal muscles.

music_generation

Generating Music pieces with RNN.

navigation

MATLAB-based solution for robot navigation using Long Short-Term Memory (LSTM) networks. The aim of this project is to develop an intelligent system capable of guiding a robot through an environment using historical sensor data.

neural_signal