zamaex96/zamaex96

My personal repository.

Size: 153 KB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

zamaex96/Animal-Tracking-YOLO

This project uses a custom-trained YOLOv8 model to detect and track rats in video streams, compute the distance traveled, and generate visual analytics such as path plots and heatmaps.

Language: Python - Size: 10.6 MB - Last synced at: 14 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

zamaex96/LabManageSys

Language: HTML - Size: 11.3 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zamaex96/SchoolManagementSystem

The School Management System is a Django-based web application designed to streamline day-to-day academic administration. The project includes a simple, responsive static front-end—built with plain HTML, CSS and JavaScript—served from Django’s static/ directory.

Language: Python - Size: 20.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zamaex96/PythonProjectSMS

Language: JavaScript - Size: 4.84 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zamaex96/Explainable-AI-XAI-HybridCNNLSTMwithAttention

This setup provides a basic integration of SHAP into your model training process, enabling you to gain insights into how different features affect the model's predictions. You can further customize and extend the XAI component based on your specific needs and requirements.

Language: Python - Size: 111 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zamaex96/maazCV

Language: HTML - Size: 21.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zamaex96/SimpleGUI

This GUI application, named "Aqua-Aware," is designed for real-time monitoring and analysis of sensor data with machine learning integration.

Language: Python - Size: 218 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

zamaex96/maz-os Fork of jrefusta/joan-os

Language: HTML - Size: 5.82 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

zamaex96/My-Publications

This file contains a comprehensive list of publications, including both under-review and published works. It includes journal articles, conference papers, and a Ph.D. thesis, showcasing a diverse portfolio of research contributions in fields like IoT, AI, and signal processing.

Size: 0 Bytes - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

zamaex96/Spoof-Detect-Using-ViT

This comprehensive code implements a deep learning solution for spoofing detection using a Vision Transformer (ViT) architecture. The system leverages transfer learning by fine-tuning a pre-trained ViT model for binary classification, distinguishing between genuine and spoofed images in a specialized security dataset.

Language: Python - Size: 3.32 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

zamaex96/Adventure-into-AI-ML-Mastery

Stepping into the AI/ML universe might feel like trying to tame a dragon, but with this slick roadmap, you’ll be slaying it like a pro in no time. We’re talking a step-by-step glow-up from newbie to ML wizard, and all you need is this dope YouTube playlists to light the way. Ready to level up? Let’s roll!

Size: 10.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

zamaex96/Data-Augmentation

This Python script uses the PIL (Python Imaging Library) to perform image processing operations including bicubic interpolation and binary thresholding on a specified input image.

Language: Python - Size: 433 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

zamaex96/Hybrid-CNN-LSTM-with-Spatial-Attention

This documents the training and evaluation of a Hybrid CNN-LSTM Attention model for time series classification in a dataset. The model combines convolutional neural networks (CNNs) for feature extraction, long short-term memory (LSTM) networks for sequential modeling, and attention mechanisms to focus on important parts of the sequence.

Language: Python - Size: 874 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 13 - Forks: 2

zamaex96/ML-LSTM-CNN-RNN-MLP

Fundamental files to train and evaluate a simple LSTM, MLP, CNN, and RNN model which can be trained on a time-series dataset composed of n input features and m outputs classes.

Language: Python - Size: 743 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

zamaex96/Train-MobileNet

This code is a script for training an image classification model MobileNet using PyTorch. The code is structured to facilitate easy training, evaluation, and monitoring of a deep learning model for image classification.

Language: Python - Size: 254 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/Aqua-sense

The algorithm is designed for sensor data processing, employing various combining techniques for robust VLC communication.

Language: C - Size: 72.3 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/SplitImageDataset

This Python script is designed to split a dataset of images into training and validation sets. It's particularly useful for preparing data for machine learning tasks, especially in computer vision projects.

Language: Python - Size: 13.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/Madgwick-Algorithm-VLC

This code continuously reads data from multiple sensors, processes it to calculate orientation (roll, pitch, yaw) and other environmental parameters (pressure, temperature, humidity, proximity), and transmits this data to another device using Serial1. It uses the Madgwick filter for sensor fusion and applies error corrections to the sensor readings

Language: C++ - Size: 11.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/Diversity-Gain-VLC

Implementation of diversity gain combining techniques such as equal gain combining (EGC), majority logic combining (MLC), and selection combining (SC) on stm32 platform.

Language: C - Size: 11.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/Color-Gradient-Bar-Plot

This LaTeX code generates a figure using the `pgfplots` package for creating a bar chart with multiple bars per data point, each representing different metrics. The figure is set to span the entire width of the page (`figure*` environment).

Language: TeX - Size: 14.6 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/Stm32-VLC

VLC communication modules to transmit data using the stm32 platform.

Language: C - Size: 12.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/VLC-Arduino-Code

Software based Transmitter and receiver codes for sending pressure and temperature data via VLC/UWOC communication.

Language: C++ - Size: 23.4 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/OOK-VLC-Communication

Embedded C code which utilizes bit manipulation and GPIO pins to send and receiver information from transmitter to receiver via VLC communication.

Language: C - Size: 50.8 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/LoRa-VLC

The code provided is a complete implementation of a diversity gain engine for an embedded system using STM32 microcontrollers. It involves initializing and configuring several peripherals, such as ADC, UART, SPI, and LoRa modules, to implement a diversity gain engine algorithm with three different combining techniques,: EGC, MLC, and SC.

Language: C - Size: 40 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/Customize-Github-Profile

You can customize your github profile using badges, icons, and dynamic stats.

Size: 28.3 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/BER-Calculator

Matlab and python functions to calculate BER and BDR from a log file.

Language: MATLAB - Size: 267 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

zamaex96/Thesis-Template-LateX-

The LaTeX code provided is designed to create a thesis template. You can customize the script to accommodate the school's requirements. It defines the document structure, formatting, and includes various packages for different functionalities.

Language: TeX - Size: 73.2 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

zamaex96/BCH-VLC

The provided code is written in Embedded C and is designed for an AVR microcontroller (likely ATmega128A), focusing on implementing a BCH (31,16) error-correcting code for encoding and decoding messages. It also includes UART communication for data transmission and uses timers for timing operations.

Language: C - Size: 196 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

zamaex96/VLC-Modulations-Codes

Software based Modulations such as MPPM, multi-level, PPM, and PWM for VLC communication.

Language: C - Size: 196 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0