Project for the CS-487 Industrial Automation course at EPFL.

Localization of pickable objects from a cluttered bin of objects using a neural network trained on pure synthetic data

Lab exercises for Industrial Automated Systems, covering PLC programming, sensors, Modbus, HMI design, and PID temperature control.

NDH (Neutral Data Hub) Test Framework - A complete industrial data integration middleware platform optimized for Windows, with IADL Editor integration support

Python package for extracting fieldbus IO data from Wireshark capture files.

An integrated desktop application, created using PyQt5, used to automate data acquisition and analysis in a CO2 to Ethylene pilot plant

AI-powered maintenance scheduling system using Deep Q-Learning

Multi-Modbus Server Simulation tool with virtual device creation, network scanning, automatic IP assignment, and advanced data simulation (Toggle, Counter) capabilities.

Complete production-ready system achieving 94.2% accuracy with YOLOv8 + ResNet-50 ensemble, processing 500+ images/minute with <150ms inference time for automated defect detection in manufacturing environments.

In this software built in in python3 we run a Graphic Unit Interface to receive information from Serial Port in a personal computer or Raspberry pi

This repository is created for a project work for a ROBT 491 course at the Nazarbayev University, located in Kazakhstan. Following codes control automation process of the "Logistic box" through the usage of sensors and motors. There are two parts of the program: Arduino and Python.

This project implements a home automation system using an ESP8266 microcontroller, a DHT11 temperature and humidity sensor, and the Blynk IoT platform. It allows users to remotely control four LEDs and monitor temperature via the Blynk app.

Projeto Visao por Computadores para identificaçao de caixas em esteiras industriais

Tool for discovering IoMBian devices available on the local network

A Python package to convert numerical amounts to words with special handling for Indian Rupees (INR) and Bangladeshi Taka (BDT) with Numeric System Like Lakh, Crore. Useful for financial documents, invoices, and official reports where amounts need to be written out in words.

Projeto desenvolvido para estudo do método RLS (MQR).

ROS 2-based automated palletizer cell with REST API, HMI, and real-time status monitoring.

An AI-powered anomaly detection system using a TensorFlow-based convolutional autoencoder. This project automatically identifies defects in industrial images by learning the features of normal items and flagging deviations. Includes an interactive web interface built with Streamlit for easy testing and demonstration.

Advanced Allen-Bradley ACD File Analysis Tools - Comprehensive toolkit for analyzing industrial automation projects including ladder logic, data structures, and component hierarchies

VectraDex é um sistema de gestão de produção e estoque.