malaria-detection

There are 2 repositories under malaria-detection topic.

Machine-Learning
anubhavshrimal / Machine-Learning
The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.
machine-learning tensorflow deep-learning deep-neural-networks pytorch neural-networks machine-learning-projects scikit-learn python3 kaggle-competition gans sagemaker-deployment lstm malaria-detection quick-draw face-recognition self-driving-car chess-ai image-captioning reinforcement-learning
Language:Jupyter Notebook 136
RiturajSaha / Health-Discernment-System
A menu based multiple chronic disease detection system which will detect if a person is suffering from a severe disease by taking an essential input image.
deep-learning cnn-model tkinter python3 front-end back-end classification medical diseases skin-cancer breast-cancer malaria pneumonia malaria-detection pneumonia-detection skin-cancer-detection disease-detection disease-prediction disease-classification
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RiturajSaha / Malaria-Detector-Application
An efficient disease detection application with GUI based (tkinter) frontend and a custom CNN model as backend which detects if a cell is parasitized or normal from its image in real time with an accuracy of 95.22%.
application backend convolutional-neural-networks custom-model deep-learning disease-detection frontend health malaria-detection prediction python software-development tkinter tkinter-graphic-interface
Language:Jupyter Notebook 24
sid321axn / malaria-detection-app
Web app for Malaria detection from the human blood sample images which is trained on National Library of Medicine dataset using Flask and Python.
deep-neural-networks convolutional-neural-networks malaria-detection heroku-deployment heroku heroku-app
Language:Jupyter Notebook 13
anubhavshrimal / SML-Malaria-Detection
Compare Naive Bayes, SVM, XGBoost, Bagging, AdaBoost, K-Nearest Neighbors, Random Forests for classification of Malaria Cells
statistical-machine-learning machine-learning malaria-detection classification-algorithims xgboost naive-bayes-classifier svm-classifier bagging boosting-algorithms knn-classification random-forest
Language:Jupyter Notebook 11
sauravmishra1710 / Malaria-Detection-Using-Deep-Learning-Techniques
Malaria Parasite Detection using Efficient Neural Ensembles. Malaria, a life threatening disease caused by the bite of the Anopheles mosquito infected with the parasite, has been a major burden towards healthcare for years leading to approximately 400,000 deaths globally every year. This study aims to build an efficient system by applying ensemble techniques based on deep learning to automate the detection of the parasite using whole slide images of thin blood smears.
biomedical-image-processing digitalpathology snapshot-ensemble malaria-detection deep-learning neural-network wholeslide-imaging whole-slide-image explainable-ai interpretable-deep-learning healthcare
Language:Jupyter Notebook 11
SANUS-ML / SANUS-WEB
SANUS - A CADx Platform. To detect diseases with medical records.
deep-learning brain-tumor-detection fast-medical-checkups target-audience malaria-detection tensorflow keras keras-tensorflow cadx diagnostic machine-learning pneumonia-detection doctors diagnosis medical-documents
Language:CSS 8
sayannath / Malaria-Detection-CNN
Using CNN to detect Malaria with the help of cell images
keras tensorflow malaria-detection machine-learning deep-learning ne neural-network cnn image-classification imagedatagenerator python
Language:Jupyter Notebook 8
guramritpalsaggu / MedInform
MEDINFORM - AI Powered Multipurpose Web platform for Medical Image Analysis
transfer-learning resnet-50 vgg16 inceptionv3 deep-learning machine-learning malaria-detection skin-cancer tuberculosis pneumonia-detection covid-19 diabetic-retinopathy-detection docker-image gcp-cloud-functions gcp-cloud-build gcp-cloud-run reactjs redux python3 javascript
Language:CSS 7
PawarMukesh / MalariaCell-Detector
Malaria cell Binary Classification Probelm, Build DL Model USing Transfer learning technique.
deep-learning transfer-learning vgg19 malaria-detection malaria-prediction
Language:Jupyter Notebook 7
Benhabiles-projects / MalariaNet
A generalized deep learning-based framework for assistance to the human malaria diagnosis from microscopic images
deep-learning malaria-detection microscopic-images segmentation classification malaria
Language:Jupyter Notebook 5
madhava20217 / Malaria-Detection-from-Cells
Exploring image colour space transformations and augmentation for creating a classifier to characterise parasitized and uninfected RBCs. Proposes a CNN model that uses the Saturation of the HSV colour model to create a high quality classifier resulting in accuracies of 99.3% and above.
malaria malaria-detection cnn convolutions machine-learning neural-network
Language:Jupyter Notebook 5
Gokul-001 / Detection-Of-Malarial-Infected-Cells-Using-CNN
Malaria is a serious global health problem that affects millions of people each year. One of the challenges in diagnosing malaria is identifying infected cells from microscopic images of blood smears. Convolutional Neural Networks (CNNs) are a type of deep learning algorithm that have been used for image classification tasks etc
binaryclassification cnn deep-learning deep-neural-networks kaggle malaria malaria-detection aws-ec2
Language:Jupyter Notebook 4
arham-kk / malaria-detection-models
This repository contains code for a malaria detection system using a pre-trained ResNet50 model on TensorFlow. The model is trained to detect malaria parasites in cell images.
image-classification malaria-detection resnet-50 tensorflow transfer-learning vgg16 vgg19
Language:Jupyter Notebook 3
Data-Science-Community-SRM / Ailment
This project comprises predicting different types of disease at one place Pneumonia, Malaria, Liver Disease and Cardiovascular Disease
disease-prediction pneumonia-detection malaria-detection liver-disease cardiovascular-disease
Language:Jupyter Notebook 3
ErickDiaz / bioinformatic_thesis_project
biomedical malaria-detection deep-learning
Language:Jupyter Notebook 3
GSaiDheeraj / End-to-End-Multiple-diseases-detection
transfer-learning deep-learning medical-imaging pneumonia-detection covid-19 covid-19detection malaria-detection webapp webapplication endtoend
Language:HTML 3
hnmspirit / malaria_centernet
CenterNet for Malaria parasites detection
malaria-detection
Language:Jupyter Notebook 3
Ritzing / MalariaDetection-Pytorch
Malaria Cell Detection using Pytorch
malaria-detection pytorch pytorch-implmention medicine bioinformatics
Language:Jupyter Notebook 3
We-Gold / Malaria
A machine learning model and GUI for detecting Malaria in a cell.
malaria-detection gui tensorflow demo tkinter machine-learning
Language:Python 3
Anindra123 / malaria-detection-app
This app utilizes machine learning model to identify parasitized malaria cell and uninfected cells
ai machine-learning malaria-detection docker flask python
Language:CSS 2
arijitiiest / Malaria-Detection
Malaria Detection Project on Malaria Cells
malaria-detection hog-features glcm kaze surf sift-algorithm gabor-feature-extraction lbp-features svm-classifier xgboost-algorithm knn-classifier random-forest naive-bayes-classifier bagging machine-learning
Language:Jupyter Notebook 2
itaynir1 / Malaria-Detection-by-Neuralearn-TensorFlow
This project utilizes TensorFlow to create a malaria detection model based on a modified LeNet architecture. It preprocesses the dataset, trains the model, and achieves accurate malaria detection with visualization.
deep-learning image-classification machine-learning malaria-detection tensorflow
Language:Jupyter Notebook 2
Malaria-Data-Exploration
fetterollie / Malaria-Data-Exploration
The objective of this project is to use data collected by the National Institute of health to train a convolutional neural network to predict whether a blood cell is Uninfected or Parasitized by Malaria.
classification image malaria-detection neural-network
Language:Jupyter Notebook 1
GSaiDheeraj / All-End-to-End-Projects
All the projects in this repository are END to END in the sense projects are done from scratch from data collection to deployment of the deep learning models.
data-science cnn-keras webapp cnn-classification html css python javascript pneumonia-detection malaria-detection covid-19-detection
Language:HTML 1
harirakul / Malaria-Detection
Using tensorflow to predict if a cell is infected by malaria.
tensorflow malaria-detection flask
Language:Jupyter Notebook 1
kanishksh4rma / Malaria-Detection-using-Blood-Cells
Malaria is the deadliest disease in the earth and big hectic work for the health department. The traditional way of diagnosing malaria is by schematic examining blood smears of human beings for parasite-infected red blood cells under the microscope by lab or qualified technicians. This process is inefficient and the diagnosis depends on the experience and well knowledgeable person needed for the diagnosis.
malaria malaria-detection cnn cnn-classification transfer-learning machine-learning deep-learning neural-network
Language:Jupyter Notebook 1
lightknight64bit / malaria-classification
Malaria classification app
python3 keras resnet-50 streamlit pillow numpy malaria-detection
Language:Jupyter Notebook 1
mchinmayarao / MalariaDetector
This repository contains a MATLAB project for malaria detection in microscopic images. It includes a MATLAB app and a standalone script that apply a malaria cell prediction algorithm. The project aims to assist in automating the detection of malaria cells, aiding in medical diagnosis and research.
healthcare-technology image-recognition malaria-detection matlab medical-diagnosis
Language:MATLAB 1
musstafa08-bug / Maleria-Detection
Malaria Detection Web App.
cnn-classification deep-learning keras malaria-detection tensorflow2
Language:HTML 1
nikhil-188 / Malaria_Classification_usingDL
In this project, I implemented algorithms (VGG16, VGG19, and CNN) to develop a malaria detection system using blood cell images. The goal was to automate the traditional method of identifying malaria, which involves examining blood smears under a microscope.
automated cnn convolutional-neural-networks deep-learning malaria-detection python vgg16 vgg19 malaria-classification
Language:Jupyter Notebook 1
nixhantb / Onsite-Health-Diagnostic-OHD
The project aids users to predict the Diseases such as cancer, pneumonia , Heart failure etc in web application. Please use the website link mentioned below.
machine-learning deep-learning healthcare pandemic keras project brain-tumor-classification diabetes-prediction disease disease-modeling disease-prediction heart-failure-prediction malaria-detection pneumonia-detection
Language:Jupyter Notebook 1
princebari / Malaria-Disease-Detection-Using-Transfer-Learning
The GitHub repository presents an end-to-end case study on Malaria Disease Detection using CNN and Transfer Learning. The goal is to predict whether a given cell image is parasitized or uninfected.
classification convolutional-neural-networks deep-learning image-processing malaria-detection transfer-learning
Language:Jupyter Notebook 1
Salmaki-hub / Malaria_Disease_Detection
The main task of this project was to predict whether a person has Malaria Disease or not.
image-classification convolutional-neural-networks jupyter-notebook malaria-detection
Language:Jupyter Notebook 1
SADDLE-POINT-RECRUITMENT-FOR-KNOWLEDGE-DISTILLATION
thetechdude124 / SADDLE-POINT-RECRUITMENT-FOR-KNOWLEDGE-DISTILLATION
ISEF 2023 (TEAM CANADA) PROJECT. Find the complete documentation and code in the README file linked here and below.
ai cifar-100 convolutional-neural-networks deep-neural-networks knowledge-distillation machine-learning malaria-detection mnist canada isef team
Language:Jupyter Notebook 1
uzairhussain777 / Malaria-Detection-Using-CNN-97.42-Accuracy
Malaria-Detection-Using-CNN
deep-learning deep-neural-networks convolutional-neural-networks medical-imaging medical-image-analysis machine-learning cnn keras tensorflow microscopy-images cnn-architectures malaria-detection malaria-prediction automated-analysis
Language:Jupyter Notebook 1

malaria-detection

anubhavshrimal / Machine-Learning

RiturajSaha / Health-Discernment-System

RiturajSaha / Malaria-Detector-Application

sid321axn / malaria-detection-app

anubhavshrimal / SML-Malaria-Detection

sauravmishra1710 / Malaria-Detection-Using-Deep-Learning-Techniques

SANUS-ML / SANUS-WEB

sayannath / Malaria-Detection-CNN

guramritpalsaggu / MedInform

PawarMukesh / MalariaCell-Detector

Benhabiles-projects / MalariaNet

madhava20217 / Malaria-Detection-from-Cells

Gokul-001 / Detection-Of-Malarial-Infected-Cells-Using-CNN

arham-kk / malaria-detection-models

Data-Science-Community-SRM / Ailment

ErickDiaz / bioinformatic_thesis_project

GSaiDheeraj / End-to-End-Multiple-diseases-detection

hnmspirit / malaria_centernet

Ritzing / MalariaDetection-Pytorch

We-Gold / Malaria

Anindra123 / malaria-detection-app

arijitiiest / Malaria-Detection

itaynir1 / Malaria-Detection-by-Neuralearn-TensorFlow

fetterollie / Malaria-Data-Exploration

GSaiDheeraj / All-End-to-End-Projects

harirakul / Malaria-Detection

kanishksh4rma / Malaria-Detection-using-Blood-Cells

lightknight64bit / malaria-classification

mchinmayarao / MalariaDetector

musstafa08-bug / Maleria-Detection

nikhil-188 / Malaria_Classification_usingDL

nixhantb / Onsite-Health-Diagnostic-OHD

princebari / Malaria-Disease-Detection-Using-Transfer-Learning

Salmaki-hub / Malaria_Disease_Detection

thetechdude124 / SADDLE-POINT-RECRUITMENT-FOR-KNOWLEDGE-DISTILLATION

uzairhussain777 / Malaria-Detection-Using-CNN-97.42-Accuracy