Pinned Repositories
EMG-Signal-for-Gesture-Recognition
EMG Signal for Gesture Recognition
Image-Segmentation-and-Clustering
Image Segmentation using optimal thresholding, Otsu's thresholding, Spectral thresholding & Clustering using K-means clustering, Region Growing, Agglomerative clustering, Mean shift.
CDSS-Breast-Cancer-Detection
Build classification models to predict whether breast cancer is benign or malignant in Breast Cancer Wisconsin (Diagnostic) Dataset
Diabetes-Prediction
Diabetes Prediction using SVM model
Digital-Filter-Design
Digital Filter Design and signal visualization using js
Face-Detection-and-Recognition
A Computer Vision tool kit with various types of filters, object detection tools, feature extraction & Matching in addition to Face Detection & Recognition.
Feature-Extraction-and-Matching
Feature Extraction using Harris Operator, generating Feature Descriptors using SIFT, Matching Features using SSD & NCC along side with printing computational time.
Image-Blurring-and-Sharpening
Implementation of various noise addition to image as salt & pepper, gaussian and uniform noise, Image Blurring and Sharpening using noise removal & edge detection filters like gaussian filter, median filter, canny edge detection, image normalization and equalization along with the histogram distribution of these images & also the equalized image.
Image-Mixer
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Paint-Application
Paint Application using the basic computer graphics algorithms
SaraElwatany's Repositories
SaraElwatany/deploy
SaraElwatany/Nour-App
SaraElwatany/Implementation-Of-SOM-Maps-from-Scratch
Implementation Of SOM Maps from Scratch
SaraElwatany/LDA-Implementation-From-Scratch
Implementation of Dimensionality Reduction Technique LDA From Scratch using python.
SaraElwatany/PCA-Implementation-from-Scratch
Implementation of the Dimensionality Reduction technique PCA, and the data sphering/whitening algorithm from Scratch and the evaluation of the PCA using the various methods such as the scree plot, cumulative percentage of variance & Size of variance.
SaraElwatany/Agglomerative-Clustering-Implementation-From-Scratch
Implementation of the Hierarchical Clustering Algorithm, Agglomerative Clustering, From Scratch using python
SaraElwatany/ROC-Curve-implementation-from-scratch
Implementation of the ROC Curve from scratch, and using it to evaluate a logistic regression model trained on the Iris Dataset offered by Scikit-learn library.
SaraElwatany/Implementation-of-Logistic-Regression-from-scratch-for-Iris-Dataset-Classification
Implementation of the Logistic Regression model from scratch, where the model is then used for Iris Dataset Classification, and the model is then evaluated using the various evaluation metrics.
SaraElwatany/Pneumonia-Detection-using-Deep-learning-Approach-and-using-Grad-CAM-for-Visualization
Pneumonia Detection from X-ray images using several Deep learning Models as VGG16, VGG19, Resnet50, MobileNetV2 in addition to a proposed CNN Architecture.
SaraElwatany/Skin-cancer-diagnosis-using-deep-learning-approach
Skin cancer diagnosis using pretrained Alexnet Model
SaraElwatany/EMG-Signal-for-Gesture-Recognition
EMG Signal for Gesture Recognition
SaraElwatany/CodeClause_Image-To-Pencil-Sketch-App
SaraElwatany/CodeClause_Sales_Predictor
SaraElwatany/Data-Analyst-Intenship-Intern2Grow
SaraElwatany/Toggle-LED
Toggle LED Embedded C Project
SaraElwatany/Blink-LED
Blink LED Embedded C Project
SaraElwatany/Vehicle-Door-Handle-Control-Unit-Project
Vehicle Door Handle Control Unit Embedded Project using C Language
SaraElwatany/Digital-Filter-Design
Digital Filter Design and signal visualization using js
SaraElwatany/Medical-Chat-bot
Medical Chat-bot for Cardiovascular Diseases and Maternal Diseases Risk Assessment for males and females respectively based on LangChain Open Source Framework and Machine Learning Models.
SaraElwatany/Image-Mixer
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SaraElwatany/Speech-and-voice-recognition
Speech and voice recognition using GMM model
SaraElwatany/Diabetes-Prediction
Diabetes Prediction using SVM model
SaraElwatany/Face-Detection-and-Recognition
A Computer Vision tool kit with various types of filters, object detection tools, feature extraction & Matching in addition to Face Detection & Recognition.
SaraElwatany/Image-Segmentation-and-Clustering
Image Segmentation using optimal thresholding, Otsu's thresholding, Spectral thresholding & Clustering using K-means clustering, Region Growing, Agglomerative clustering, Mean shift.
SaraElwatany/Image-Blurring-and-Sharpening
Implementation of various noise addition to image as salt & pepper, gaussian and uniform noise, Image Blurring and Sharpening using noise removal & edge detection filters like gaussian filter, median filter, canny edge detection, image normalization and equalization along with the histogram distribution of these images & also the equalized image.
SaraElwatany/Shape-and-Boundary-Detection
Detect Lines, Circles & Ellipses using hough transform, in addition to implementation of Active Contours using Greedy Algorithm for Boundary Detection.
SaraElwatany/Feature-Extraction-and-Matching
Feature Extraction using Harris Operator, generating Feature Descriptors using SIFT, Matching Features using SSD & NCC along side with printing computational time.
SaraElwatany/Signal-Equalizer
Signal Equalizer using python and implementing the GUI using Streamlit open-source app framework.
SaraElwatany/Emergency-Department-Management-System
Emergency Department Management System
SaraElwatany/CDSS-Breast-Cancer-Detection
Build classification models to predict whether breast cancer is benign or malignant in Breast Cancer Wisconsin (Diagnostic) Dataset