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Generative AI for semi compressed pipe flow pattern based on adversarial autoencoder
Final Project to get undergraduate physics degree. A Deep Learning model based on GAN Architecture to create data that imitate Navier-stokes prediction on in a semi-compressible pipe. This project use keras as deep learning framework and numpy also tensorflow as back-end computation. This model combine Variational autoencoder concept and adversarial architechture for training
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Generative AI for semi compressed pipe flow pattern based on adversarial autoencoder
Final Project to get undergraduate physics degree. A Deep Learning model based on GAN Architecture to create data that imitate Navier-stokes prediction on in a semi-compressible pipe. This project use keras as deep learning framework and numpy also tensorflow as back-end computation. This model combine Variational autoencoder concept and adversarial architechture for training
Exam Platform
A Platform use for Practical Examination for Computer Related task. There's two user role in this platform Examiner and Student. This project use NextJs as front-end service and NestJs as backend service
Monte-carlo Area Calculator
A GUI based Program to calculate 2D regular or irregular shapes using Monte-Carlo principle. This project use Object Oriented Programming (OOP) Approach and file separation to make working and debuggin much easier
Weather Prediction with Fuzzy Logic
Create Weather classification based on weather data on fuzzy logic framework
ANN Fraud Prediction
Transaction Fraud Prediction using Artificial Neural Network with Open Source data
Student Card Photo Automation
A automation program to replace certain background color with desired bachground color
Simulation based self-driving car with computer vision and deep learning
A simulation based autonomous car integrated with opencv as computer vision library for road line detection and deep learning for hurdle detection and object detection.
Personal Portfolio website
Personal web for personal portfolio and blog using NextJs Framework. Feel free to visit www.richterite.my.id
Garment Inventory Management
Website for managing an garment inventory using NextJS (React Framework) as front-end service and ElysiaJs as back-end service
Building's Energy consumption Analysis
Analysing every building type energy consumption based on its usage, place, size of the building etc.
Crops Reccomendation Analysis with K-Neighbors Classifier
Crops recommendation using ML Algorithm KNN clasifier, Decision tree using weahter data
GUI based flashcard apps
Flashcard app built with python tkinterr. The flashcard app used to help learning by using flashcard method. This method can build up memory to remember the word/object
Analysis and identification of the causes of heart failure based on clinical data
Analysis of the heart failre causes based on clinical data. Various Machine learning algortihm are used in order to create model prediction and compare which model perform better than the other.
Transaction Fraud Detection using Deep Learning
The system consist of two model, namely pre-event model and on-going event model. Pre-event model is used to detect fraud in the initiation event of transaction. while on-going event model is used to detect fraud while the process of transaction is on-going.
Snake game using python
GUI based snake game using python and tkinter for GUI module.
Product management system using laravel
Implementation for full-stack development consist of fron-end service and back-end service using laravel.
Ping pong game with python
GUI based ping pong game using python and tkinter for GUI module.
turtle crossing game with python
GUI based turtle crossing game using python and tkinter for GUI module and turtle for the agent.