shehari007 / Malaria-Presence-CNN-Python Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

CNN Model Detects The Presence of Malaria Using Python Tensorflow / Keras

0 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
logo		logo
.gitattributes		.gitattributes
Malaria_Findings_CNN_FinalScript.ipynb		Malaria_Findings_CNN_FinalScript.ipynb
README.md		README.md
output 1.png		output 1.png
output 2.png		output 2.png
output 3.png		output 3.png

Repository files navigation

CNN Modal Detects the Presence of Malaria

Dataset => download from here

Requirements

Google Collab
Google Drive for dataset files

General Information

Based on Tensorflow keras CNN Model
Yield 96% accuracy
Loss <= 11%
Confusion Matrix with accuracy training graphs provided
Test with non exposed data shows promising results > 98% accuracy

Screenshots

Accuracy Graphs

Confusion Matrix

Test Data

About

CNN Model Detects The Presence of Malaria Using Python Tensorflow / Keras

tensorflow python-script cnn pytorch cnn-keras cnn-model

Report repository

Releases

No releases published

Packages

No packages published

Languages

Jupyter Notebook 100.0%