hossamasaad/Scripting

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Python
Created over 3 years ago
Updated over 3 years ago

hossamasaad/Scripting

hossamasaad

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Some python scripts to do tasks

Language-Identifier

Process text, including tokenizing and representing sentences as vectors and Applying some concepts like RNN, LSTM and GRU to create a classifier can detect the language in which a sentence is written from among 17 languages.

Jupyter Notebook

Data-Science

Data Preprocessing, Data Analysis, Creating Models and Playing with some datasets

Jupyter Notebook

Water-bodies-satelite-image-segmentation

Apply Semantic segmenation techniques such as UNet, DeepLab, FCN, ShelfNet and SegNet to water bodies staelite images and deploy using flask and streamlit

litten

Litten is a python package to help visualize Tensorflow neural network models architecture.

Networks-Implementation

Some neural network architectures implementation using Tensorflow (Keras)

Console-Projects

Console applications to apply some algorithms and concepts

hossamasaad

Config files for my GitHub profile.

Algorithms-Specialization

Data-Structures-Implementations

Data Structures were Implemented by me while studying Data Structures

Capstone

Jupyter Notebook

Flower-Classification

102 Category Flower Dataset using ResNet50

Jupyter Notebook

DBSL---Blood-bank

DBSL stands for Donate Blood, Save Life is a C# project, Applying some concepts [windows application, SQL and ADO.net]

Consolo

Trying to mimic a social media app in console to apply some Object Oriented Programming concepts and Design patterns in Python

Problem-Solving

Solutions of Problems I solved while practising Problem Solving

Arabic-Document-Digitization

Create an arabic document digitization using tesseract

Stores-Rest-API

Building Stores REST API using Flask Applying some CRUD operations ans authentication using JWT

Semantic-Segmantation

Build some semantic segmentation models and train them on CamVid dataset

Jupyter Notebook

Scones-Unlimited-Project

Stores code and results for the "Build ML Workflow For Scones Unlimited" project in the Udacity AWS MLE Nanodegree

Jupyter Notebook

Drowsiness-Detection

Building Drowsiness Detection System using eyes landmarks detection using ResNet101, eyes detection using YOLO5 and eye state classification using InceptionV3, using helen dataset.

Image-Captioning-System

Image Captioning is a task that combines computer vision and natural language processing, where it aims to generate descriptive legends for images. In this project I tried to apply some different architectures to create image caption generator like merging, visual attention and transformers