Abdullah Tarek

football_analysis. This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos

tennis_analysis. This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect players and the tennis ball using YOLO and also utilizes CNNs to extract court keypoints. This hands on project is perfect for polishing your machine learning, and computer vision skills.

basketball_analysis. 🏀 Basketball Video Analysis: Leverage automated detection and tracking of players, ball, and team assignments using advanced object tracking, zero-shot classification, and keypoint detection with YOLO models for comprehensive basketball game analysis

coffee_shop_customer_service_chatbot. An AI-powered chatbot for coffee shops, integrating LLMs, NLP, and a React Native app for enhanced customer service

analyze_series_with_NLP. This Repo, Builds an NLP system that analyzes a TV series with NLP and even creates a character chat bot with LLMs

Early-Detection-of-lung-cancer-using-machine-learning. Early detecting of lung cancer using the Luna data set with LIDC IDRI annotations using two models nodule classification"Googlent model" and the malignancy classification "Lenet model". This was for kaggle's Data science bowl 2017.

naruto-data-science-portfolio-project. From web scraping to NLP models and text classification, this project uses cutting-edge data science techniques to analyze the Naruto anime.

nlp_classifier. This is a general repo that helps you develop fast/effective NLP classifiers using Huggingface

ai-saas. TypeScript

Time-Series-Analysis. code and data for the time series analysis vids on my YouTube channel

Image_captioning. Automatic Image captioning using CNNs and LSTMs

mcp_webscrapper. This Repo creates an MCP server to scrape websites using Decodo

seo_keyword_analysis. this repo gather SEO data about keywords and analyzes them

pynecone_linktree_clone. This is a linktree clone using Python and pynecone

txtai. 💡 Build AI-powered semantic search applications

Coronavirus_insights. Corona virus insights

Day_and_night_classification. This repo classifies whether an images was shot at night or day according to HSV colors.

etherscan_scraping. This project scraps and stores transaction data of the top 1000 of a given crypto-currency from the etherscan website and stores it in a MySQL database using python

University-dynamic-and-responsive-website-from-scratch-No-tools. This is a university website That is dynamic so it gets it's content dynamically from a database in that case an XML file. The website is also responsive so it can fit n multiple screens from a desktop to a smartphone and this was achieved by using css @media screens. Login features and for students and teachers are also available. A demo of the website can be viewed at https://abdullahtarek.000webhostapp.com/home.php# .

data_dashboard_template. Data dashboard for data visualization

bert_score. This repo computes arabert with arabert's integration

MultiChexNet. Python

flight_delays_eda. communicate data findings Udacity project

private-AI. This is my solutions to the notebooks of Udacity's Secure and Private AI course

twitter_weRateDogs_scrapping. Udacity's data wrangling project where we scrapped a twitter page using the twitter API to make a dataset that can analyze the criteria on which a dog is rated.

airline_sentiment_analysis. This repository performs sentiment analysis on tweets of an airline company

Smart-Home-using-atmega32-and-spi. embedded project uses 2 atmega32 with RTOS operating systems. It contains LCD, keypad , ADC ,EEPROM and SPI drivers.

AB-testing. This is a Data analytics nano degree project where I made an AB test to figure out whether an eCommerce company implement this new page or keep the old one.