Malaria Detection Systems ML Frameworks

Deep learning and machine learning applications for detecting malaria parasites in blood cell microscopy images. Does NOT include other disease detection systems, general medical imaging tools, or mosquito/vector surveillance platforms.

There are 26 malaria detection systems frameworks tracked. The highest-rated is krishna111809/fingerprint-based-blood-group-detection at 44/100 with 43 stars.

Get all 26 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=malaria-detection-systems&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	krishna111809/fingerprint-based-blood-group-detection This repository presents an innovative approach to classifying blood groups...	44	Emerging	43	Jupyter Notebook
2	iArunava/Malaria-Detection-using-Keras Malaria Detection using Deep Learning from Images made available publicly from NIH	42	Emerging	41	Python
3	sauravmishra1710/Malaria-Detection-Using-Deep-Learning-Techniques Malaria Parasite Detection using Efficient Neural Ensembles. Malaria, a life...	38	Emerging	11	Jupyter Notebook
4	wObbLee00/Non-Invasive-Blood-Group-Prediction-Using-Fingerprint-Analysis End-to-end system for non-invasive blood group prediction using fingerprint...	32	Emerging	3	Jupyter Notebook
5	aniketpatilanalyst/Disease-Prediction-Model Prediction Model on Cell Images for Detecting Malaria	31	Emerging	11	Jupyter Notebook
6	Anindra123/malaria-detection-app This app utilizes machine learning model to identify parasitized malaria...	30	Emerging	2	CSS
7	mdhabibi/CNN-Predictor-for-Malaria_Cells-LIME-CAM Enhanced CNN model for malaria cell classification, featuring Class...	30	Emerging	6	Jupyter Notebook
8	abrahamgenetu/Automated_Malaria_Detection_System Automated Web-based Malaria Detection System Using Machine Learning, Deep...	29	Experimental	4	Jupyter Notebook
9	khalid-akhss19/Malaria-Identification-System Malaria Identification System Using Deep Learning	25	Experimental	8	HTML
10	kr1shnasomani/BloodPrint Blood group detection from fingerprint using TensorFlow and PyTorch.	23	Experimental	9	Jupyter Notebook
11	Janviswa/BloodPrint-ID AI-powered fingerprint pattern classifier with blood group statistical...	22	Experimental	—	JavaScript
12	sathishdusharla/ParaDetect_AI AI-powered malaria detection system using TensorFlow.js CNN and Google...	21	Experimental	—	TypeScript
13	mortiscope/mortiscope-web A web application for a deep learning system that analyzes Chrysomya...	21	Experimental	—	TypeScript
14	TawsifTorabi/MoscProtec Platform to collect and analyze data on mosquito borne diseases using AI and...	20	Experimental	2	PHP
15	PawarMukesh/MalariaCell-Detector Malaria cell Binary Classification Probelm, Build DL Model USing Transfer...	20	Experimental	7	Jupyter Notebook
16	ScottT2-spec/malaria-cell-detection CNN-based malaria detection from blood cell microscope images — 95.43% test...	18	Experimental	14	Jupyter Notebook
17	kavin-raja-d/Malaria-cell-Recognition Convolutional Neural Network (CNN) model that can classify cells as...	18	Experimental	2	Jupyter Notebook
18	valamuri2020/Malaria-Detect A deep learning solution to diagnose malaria from images of red blood cells.	16	Experimental	1	JavaScript
19	jessysutherns/malaria-cnn-classification Deep learning model for malaria cell classification using MobileNetV2 (92%...	14	Experimental	—	Python
20	gfoster12/Malaria-Detection-CNN-Capstone Deep learning pipeline for malaria detection using CNNs (VGG16 transfer...	13	Experimental	—	HTML
21	Jayant-1/MalariaDetectionSystem AI-powered malaria detection system for hospitals with patient management,...	13	Experimental	2	JavaScript
22	PeteCastle/SCALE-Model This repository involves data collection, annotation, model training, and...	11	Experimental	3	Jupyter Notebook
23	Nishant2018/Malaria-Detection This is a web application built with Flask for detecting malaria in...	11	Experimental	3	Jupyter Notebook
24	Divyanshu-Sri316/MalariaDisease It is a working Deep Learning model that can be used to predict whether a...	11	Experimental	—	C
25	sapromak/simple-cnn Classification of malaria cell images using a simple CNN with PyTorch	11	Experimental	—	Jupyter Notebook
26	Tushar-Shinde31/Blood_Group_Detection_Using_Fingerprint-Flask A Flask-based ML application that predicts blood groups using fingerprint...	10	Experimental	1	HTML