cataract-detection

There are 1 repository under cataract-detection topic.

piygot5 / Cataract-Detection-and-Classification
This project aim to a build system which helps in the detection of cataract and it's type with the use of Machine Learning and OpenCv algorithms with the accuracy of 96 percent.
machine-learning opencv sift glcm cataract-detection svm-classifier logistic-regression flask haarcascade-frontalface haar-cascade-classifier cataract opencv-algorithms accuracy classification deep-learning cnn mobilenetv2 squeezenet
Language:Jupyter Notebook 19
nagendar-pm / Cataract-Detection-App
Android app which uses Neural architecture to detect the type and grade of the cataract
android cataract cataract-detection
Language:Java 8
Prajwal10031999 / Cataract-Detection-using-VGG-19
A deep learning model built to detect cataract in human eyes using the VGG-19 pretrained weights
cataract-detection vgg19 keras-tensorflow deep-learning retinal-fundus-images retina-image-analysis convolutional-neural-networks keras-classification-models pretrained-weights transfer-learning
Language:Jupyter Notebook 8
kamaljitkaur98 / Cataract-Detection-and-Classification
Our system works on the detection of cataracts and type of classification on the basis of severity namely; mild, normal, and severe, in an attempt to reduce errors of manual detection of cataracts in the early ages using Machine Learning and Transfer Learning
machine-learning transfer-learning sift-algorithm glcm squeezenet mobilenet vgg-16 cataract-detection logistic-regression random-forest svm-classifier knn-classification
Language:Jupyter Notebook 2
LuluW8071 / Ocular-Eye-Disease-Classification
Deep learning project for ocular eye disease classification
cataract-detection eye-diseases-classification image-classification pytorch tinyvgg cnn-classification glaucoma-detection streamlit
Language:Jupyter Notebook 2
SajjadAli54 / cataract-classification
Cataract classification
cataract-detection gaussian-filter gaussian-naive-bayes gray-level-coocurence-matrix knn-classification learning-curve logistic-regression machine-learning model-deployment random-forest svm-classifier validation-curves
Language:Jupyter Notebook 1
SohhamSeal / Cloudy-Eyes
Cataract detection model
cataract-detection convolutional-neural-networks densenet image-thresholding inceptionv3 mobilenet resnet vggnet
Language:Python 1
Soumyajit2709 / MEDNet-based-Imbalanced-Cataract-Detection-using-Digital-Eye-Images
Enhancing cataract detection using a MEDNet-based model. Improved accuracy and speed with latent vectors and sampling techniques. Automated early detection for better patient outcomes and reduced ophthalmologist workload.
cataract-detection classification machine-learning tensorflow digital-eye-images mednet
Language:Jupyter Notebook 1
emeryntumba / cataract-classification
Cataract classification from fundus images using a robust model that combines InceptionV3, VGG19, and InceptionResNetV2 through stacking, achieving an accuracy of 98.31%. This advanced approach ensures high precision and sensitivity, making it highly effective in distinguishing between cataract and normal cases.
ai cataract cataract-detection docker eye-detection machine-learning
Language:Jupyter Notebook 0
CosmicFlaw / EyeDiagnosis_Tool
Cataract Diagnosis using AI and Neural Network
ai cataract-detection cv disease-detection neural-network
Language:Jupyter Notebook

cataract-detection

piygot5 / Cataract-Detection-and-Classification

nagendar-pm / Cataract-Detection-App

Prajwal10031999 / Cataract-Detection-using-VGG-19

kamaljitkaur98 / Cataract-Detection-and-Classification

LuluW8071 / Ocular-Eye-Disease-Classification

SajjadAli54 / cataract-classification

SohhamSeal / Cloudy-Eyes

Soumyajit2709 / MEDNet-based-Imbalanced-Cataract-Detection-using-Digital-Eye-Images

emeryntumba / cataract-classification

CosmicFlaw / EyeDiagnosis_Tool