Discover hossamasaad/Drowsiness-Detection Open Source project

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hossamasaad

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

Scripting

Some python scripts to do tasks

Python

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

Python

litten

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

Python

Networks-Implementation

Some neural network architectures implementation using Tensorflow (Keras)

Python

Console-Projects

Console applications to apply some algorithms and concepts

Python

hossamasaad

Config files for my GitHub profile.

Algorithms-Specialization

Python

Data-Structures-Implementations

Data Structures were Implemented by me while studying Data Structures

C++

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

Python

Problem-Solving

Solutions of Problems I solved while practising Problem Solving

C++

Arabic-Document-Digitization

Create an arabic document digitization using tesseract

Python

Stores-Rest-API

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

Python

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

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

Python

hossamasaad/Drowsiness-Detection

hossamasaad

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