Kalthom Musa's repositories
Introduction-to-Computer-Vision-and-Image-Processing
This repository contains my practice of Introduction to Computer Vision and Image Processing lab notebooks.
Deep-Neural-Networks-with-Pytorch
Collection of Coursera's Deep Neural Networks with PyTorch course by IBM labs notebooks.
Face-Mask-Application
Develop a custom classifier with PyTorch and transfer learning techniques to recognize face masks, and then deploy it as a web application using Code Engine on IBM cloud.
Flower-Image-Classifier
Project-2 of Udacity's Introduction to Machine Learning with TensorFlow Nanodegree. "Flower Image Classifier" is a Deep Learning Project with TensorFlow that aims to build a Keras model that accurately predicts the type of a particular flower among 102 different flower types, and then converts the developed image classifier into a command-line application.
Stop-Signs-Application
Develop a custom classifier with PyTorch and transfer learning techniques to recognize stop signs, and then deploy it as a web application using Code Engine on IBM cloud.
Udacity-Intro-to-Deep-Learning-Introduction-to-Neural-Network
Collection of my notes from Udacity's Intro to Deep Learning--> Introduction to Neural Networks course.
Udacity-Intro-to-ML-with-TensorFlow
This repository contains my collections of labs' notebooks from Udacity's Intro to ML with TensorFlow.
Visual-Pollution-Object-Detection
Detection of visual pollution elements in the cities of the Kingdom of Saudi Arabia.
Finding-Donors-for-CharityML
Project-1 of Udacity's Introduction to Machine Learning with TensorFlow Nanodegree. "Finding Donors for CharityML" is a Supervised Learning Project with Scikit-learn that aims to build a model that accurately predicts whether an individual earns more than $50,000
Gel-Electrophoresis-Image-Classification
By comparing the performance of 24 custom trained models with various configurations, I aim to identify the most effective model architecture and configuration for accurate gel electrophoresis image classification.
Saudi_Founding_Day_Object_Detection
A custom model trained on a novel dataset using TensorFlow Object Detection API version 2 (On Google Colab).
Identify-Customer-Segments
Project-3 of Udacity's Introduction to Machine Learning with TensorFlow Nanodegree. "Identify Customer Segments" is an Unsupervised Learning Project with Scikit-learn that aims to identify segments of the population that form the core customer base for a mail-order sales company in Germany.
Item_Catalog_Project2
It is a simple web application with a good practicing of CRUD and OAuth authentication.
Linux_Server_Configuration_Project3
This project is a good tutorial on how to build a secure server, install and configure a database server, and deploy a web application into it.
Style-Transfer
A re-implementation of a style transfer method with deep neural networks in PyTorch.
Udacity-Intel-Edge-AI-for-IoT-Developers-Foundation-Course
Udacity Intel® Edge AI Scholarship Foundation Course.