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Ahmad Jawabreh's Projects

ai-data-management icon ai-data-management

This repository contains a Python script that renames a set of image files in a specified directory for use in AI applications. This repository contains three Python scripts that can be used to manage machine learning data.

ai-engineering-roadmap icon ai-engineering-roadmap

A guide for mastering artificial intelligence. Navigate key concepts, tools, and frameworks for machine learning, deep learning, and more.

autogen-based-self-hosted-llm icon autogen-based-self-hosted-llm

This repository provides inference sever to host any open-source LLM, providing the user OpenAI API colpatabile inference server, and AutoGen agents with function calling.

caesar-cipher-encryption icon caesar-cipher-encryption

This repository contains Python and C++ implementations of the Caesar Cipher encryption and decryption algorithm.

count-training-data icon count-training-data

This Python script counts the total number of images in a directory that can be used as training data for machine learning models. It supports three image file extensions: .jpg, .jpeg, and .png.

cv-data-collection-algorithm icon cv-data-collection-algorithm

Python script to automatically collect data from the internet. This script has been utilized to gather training samples for AI projects to create a comprehensive training dataset

delete-files icon delete-files

Python script for deleting all .txt files in a directory. The script is simple and straightforward, using the os module to iterate through the files in the specified directory and delete any .txt file it encounters. This can be useful for cleaning up a directory filled with mixed files and ensuring only relevant files remain.

face-detection icon face-detection

This GitHub repository contains an implementation of a face detection algorithm using MTCNN (Multi-Task Cascaded Convolutional Networks). MTCNN is a state-of-the-art deep learning-based face detection algorithm that is able to accurately detect faces even in challenging environments, such as low light, occlusions, and various angles.

face-recognition-with-yolov7 icon face-recognition-with-yolov7

Experiment on making face recognition using object detection models, this repo uses YOLOv7 as the object detection model, and we are making the experiment on Jack Sparrow character

flight-info-retriver icon flight-info-retriver

Python script offers a straightforward solution for locating flights based on user-specified criteria, including the origin city, destination city, and departure time. It harnesses the power of the AviationStack API to seamlessly retrieve accurate flight data.

gun-detection icon gun-detection

Basic gun detection algorithm, designed using YOLOv7 with AR-15 guns training data

helmet-detection icon helmet-detection

Helmet detection experiment, designed using YOLOv7 object detection model, with bicycle and motorbike helmets training data

hill-cipher icon hill-cipher

This repository contains a Python implementation of the Hill Cipher encryption algorithm using the NumPy library. The Hill Cipher is a polygraphic substitution cipher that encrypts messages by dividing them into blocks and then performing mathematical operations on those blocks.

humanexai-facerecognition icon humanexai-facerecognition

Face recognition system designed to identify the users according to their unique face features, the system designed by Ahmad Jawabreh for HumanexAI

humanexai-masked-face-recognition icon humanexai-masked-face-recognition

This repository contains the source code for a Face Recognition System using MTCNN for face detection, Facenet for feature extraction, and SVM for classification. The system is capable of recognizing the identity of a person even when they are wearing a mask.

humanexai-voice-recognition icon humanexai-voice-recognition

This GitHub repository contains code for a voice identification algorithm developed using machine learning techniques. The algorithm is capable of identifying a specific individual's voice by analyzing their unique vocal characteristics.

java-strams icon java-strams

This repository contains Java code examples that demonstrate how to work with streams. Streams are a powerful and efficient way to process large amounts of data in Java, and can be used for a variety of purposes, such as reading and writing data, filtering and sorting data, and transforming data.

masked-face-decision-algorithm icon masked-face-decision-algorithm

Machine Learning Algorithm to classify an input face from image, video or live stream to masked and unmasked face, this algorithm is sub algorithm of HumaneX Masked Face Recognition Pipeline prepared for HumaneX Eco System

masked-face-detector icon masked-face-detector

This repository contains code for detecting whether a person is wearing a mask or not, using the ResNet50V2 deep learning architecture. The goal of this project is to provide an accurate and fast method for detecting whether a person is wearing a mask in real-time video streams.

numpy-handbook icon numpy-handbook

Numerical Python, working with numerical data in Python, going from Python lists to Numpy arrays, CSV data files using Numpy, and etc..

pandas-handbook icon pandas-handbook

Reading a CSV file into a Pandas data frame, Retrieving data from Pandas data frames, Querying, sorting, and analyzing data, Merging, grouping, and aggregation of data, Extracting useful information from dates, Basic plotting using line and bar charts, Writing data frames to CSV files

pin-code-door-lock icon pin-code-door-lock

The repository contains the Arduino code that uses a LiquidCrystal and Keypad libraries to interact with the user and control the lock. It implements a password-based security system that allows three different passwords.

python-handbook icon python-handbook

A comprehensive notebook documenting my Python learning journey, offering all the essentials in Python

python-send-email icon python-send-email

Python script that facilitates the sending of emails directly from the command line.

rfex icon rfex

Machine Learning based door lock system that leverages advanced authentication methods. The primary authentication method is face recognition, and as an alternative, it offers a combination of fingerprint and passcode authentication.

rfid-access icon rfid-access

Door lock system based on RFID technology, with cloning experiment

video-frames-splitter icon video-frames-splitter

A Python code captures frames from a video file and saves them as individual images in JPEG format. It uses the OpenCV library to read frames from the video file and write them to disk.

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