Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by kalthommusa
A curated list of projects in awesome lists by kalthommusa .
https://github.com/kalthommusa/introduction-to-computer-vision-and-image-processing
This repository contains my practice of Introduction to Computer Vision and Image Processing lab notebooks.
convolutional-neural-networks cv-studio deep-neural-networks deploy-model ibm-cloud image-classification image-processing image-segmentation object-detection opencv pillow python pytorch supervised-machine-learning tensorflow test-model train-model transfer-learning use-model
Last synced: 16 Nov 2024
https://github.com/kalthommusa/visual-pollution-object-detection
Detection of visual pollution elements in the cities of the Kingdom of Saudi Arabia.
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks face-mask-classification image-classification image-recognition python pytorch resnet-18 transfer-learning
Last synced: 16 Nov 2024
https://github.com/kalthommusa/udacity-intro-to-ml-with-tensorflow
This repository contains my collections of labs' notebooks from Udacity's Intro to ML with TensorFlow.
accuracy adaboost artificial-intelligence bagging cross-validation decision-tree-classifier linear-regression logistic-regression machine-learning-algorithms naive-bayes-algorithm perceptron-algorithm precision random-forest recall supervised-learning support-vector-machines tensorflow
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks image-classification image-recognition python pytorch resnet-18 stop-sign-detection transfer-learning
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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.
ai computer-vision deep-learning flower-classification image-classifier machine-learning pre-trained-model supervised-learning tensorflow transfer-learning udacity-nanodegree
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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.
activation-functions artificial-intelligence bias-variance classification deep-learning dnn dropout generalization gradient-descent-algorithm linear-regression logistic-regression machine-learning neural-network neural-networks regularization weights
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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.
Last synced: 16 Nov 2024
https://github.com/kalthommusa/logs_analysis_project1
It is a database reporting tool that used complex SQL queries in order to answer questions that analyze a site's user activity.
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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.
Last synced: 16 Nov 2024
https://github.com/kalthommusa/deploy-an-ai-app-at-the-edge-on-google-colab
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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
charityml finding-donors machine-learning supervised-learning tensorflow
Last synced: 16 Nov 2024
https://github.com/kalthommusa/item_catalog_project2
It is a simple web application with a good practicing of CRUD and OAuth authentication.
Last synced: 16 Nov 2024
https://github.com/kalthommusa/deep-neural-networks-with-pytorch
Collection of Coursera's Deep Neural Networks with PyTorch course by IBM labs notebooks.
cnn-classification cnn-model computer-vision convolutional-neural-networks deep-learning deep-neural-networks neural-network pytorch pytorch-cnn
Last synced: 16 Nov 2024
https://github.com/kalthommusa/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.
computer-vision gel-electrophoresis image-classification mobilenetv3 pytorch resnet-18 transfer-learning vgg16
Last synced: 16 Nov 2024
https://github.com/kalthommusa/saudi_founding_day_object_detection
A custom model trained on a novel dataset using TensorFlow Object Detection API version 2 (On Google Colab).
Last synced: 16 Nov 2024
https://github.com/kalthommusa/gel-electrophoresis-image-marker-and-sample-box-detection
Last synced: 16 Nov 2024
https://github.com/kalthommusa/nodejs-blog
A blog app built using Node.js, Express, and MongoDB. It offers a user-friendly interface for creating, managing, and publishing blog content, while also providing a seamless experience for readers.
backend express frontend mongodb mongodb-atlas mongoose node node-js webdevelopment
Last synced: 16 Nov 2024
https://github.com/kalthommusa/style-transfer
A re-implementation of a style transfer method with deep neural networks in PyTorch.
ai convolutional-neural-networks deep-learning neural-networks pytorch style-transfer vgg19
Last synced: 16 Nov 2024
https://github.com/kalthommusa/node.js-api-server-for-product-management
This project is a simple and basic CRUD (Create, Read, Update, Delete) API server built using Node.js and Express.js, with MongoDB as the database. The API server allows users to manage a collection of products, including creating new products, retrieving product information, updating existing products, and deleting products.
backend express mongodb nodejs
Last synced: 16 Nov 2024
https://github.com/kalthommusa/udacity-intel-edge-ai-for-iot-developers-foundation-course
Udacity Intel® Edge AI Scholarship Foundation Course.
Last synced: 16 Nov 2024
https://github.com/kalthommusa/udacity-intro-to-tensorflow-for-deep-learning
Last synced: 16 Nov 2024
https://github.com/kalthommusa/udacity-intro-to-deep-learning-introduction-to-pytorch
Last synced: 16 Nov 2024
https://github.com/kalthommusa/react-blog
The Dojo Blog is a simple and interactive blog application built with React, designed to provide users with an easy way to create, read, and manage blog posts. This project serves as a learning platform for practicing React concepts, including component-based architecture, client-side routing, and data fetching.
react-components react-hooks react-router react-router-dom reactjs
Last synced: 31 Oct 2024