SaraFattouh
Machine learning engineer, experienced in producing AI-related applications using deep learning techniques (e.g. Natural Languages Processing, Computer Vision).
NokiaBudapest, Hungary
Pinned Repositories
Advanced-point-cloud-registration
A robust approach to Iterated Closest Point (ICP) point cloud registration.
Multi-modal-classification
Deep multi-modal multi-level fusion framework that classifies previously unseen commercial products into their type codes based on visual and textual features (image and text modalities fusion)
Stereo-vision-Match-and-disparity
Finding disparity image of a stereo pair by performing matching process using Dynamic Programming and Naive approaches.
Upsampling-Bilateral-Filter
Apply a bilateral filter to upsample a depth image, guided by an RGB image.
Multi-object-Detection-and-Segmentation
Mask R-CNN based instance segmentation model using Detectron2 on Simpsons Dataset
Keypoint-Detection
Cat eyes and nose keypoint detector model using Heatmap Regression in tf.keras.
Canny-Edge-Detection
Edge detection operator that uses a multi-stage algorithm to detect a wide range of edges in images.
Otsu-Thresholding
Automatic image thresholding to separate pixels into two classes, foreground and background.
AndroidTutorialForBeginners
Step by step to build android apps with Android Studio. Code files for YouTube tutorial
Angular
SaraFattouh's Repositories
SaraFattouh/Multi-modal-classification
Deep multi-modal multi-level fusion framework that classifies previously unseen commercial products into their type codes based on visual and textual features (image and text modalities fusion)
SaraFattouh/Stereo-vision-Match-and-disparity
Finding disparity image of a stereo pair by performing matching process using Dynamic Programming and Naive approaches.
SaraFattouh/Keypoint-Detection
Cat eyes and nose keypoint detector model using Heatmap Regression in tf.keras.
SaraFattouh/Multi-object-Detection-and-Segmentation
Mask R-CNN based instance segmentation model using Detectron2 on Simpsons Dataset
SaraFattouh/DSS-for-Economic-Establishment
SaraFattouh/Traffic-Management-System
Simulation of an IOT system that keeps track of and guides autonomous vehicles operating within a city.
SaraFattouh/Canny-Edge-Detection
Edge detection operator that uses a multi-stage algorithm to detect a wide range of edges in images.
SaraFattouh/Otsu-Thresholding
Automatic image thresholding to separate pixels into two classes, foreground and background.
SaraFattouh/Hough-Transform-for-Circles
SaraFattouh/KLT-Motion-Tracking
Motion tracking of feature points and dense optical flow.
SaraFattouh/Advanced-point-cloud-registration
A robust approach to Iterated Closest Point (ICP) point cloud registration.
SaraFattouh/Upsampling-Bilateral-Filter
Apply a bilateral filter to upsample a depth image, guided by an RGB image.
SaraFattouh/Shadow-Mapping
SaraFattouh/Hotels-Scores-Prediction
Prediction of hotels’ scores using classification models.
SaraFattouh/Stereo_estimation
Estimation of disparity image from 2 callibrated cameras.
SaraFattouh/AndroidTutorialForBeginners
Step by step to build android apps with Android Studio. Code files for YouTube tutorial
SaraFattouh/Angular
SaraFattouh/Bootstrap
SaraFattouh/BootstrapTest
SaraFattouh/git-test