other project

2022

1. 

   Data analysis using abalone dataset.

   Preprocess the abalone dataset and make decision trees. Find the classification report and Auroc score to find the model’s performance. Find the best parameter to train MLPClassifier and make a confusion matrix.

   CODE

1. 

   N-queens problem solver

   Implied N-queens problem solver using hill climbing, genetic algorithms, simulated annealing, and local beam search. Compare the result between them.

   CODE

2021

1. 

   Passport Photo Image Multiple Classification Model

   Made a photo classifier using a CNN network. It has the function of finding photos that meet the criteria for entering the passport, and the data set was divided into five classification criteria.

   PDF

1. 

   The pac-man projects

   Made a Pac-man algorithm using many AI concepts like A* search, probabilistic inference, and reinforcement learning. This project is based on CS188. (the UC Berkeley class)

   CODE PDF

2020

1. 

   Cresendo

   Created an song recommender application. This application recommends songs that fit the user's desired genre and themes in the selected range.

   PDF

1. 

   Hiking trail decision application

   Created an climbing application for young people. This application has a hiking trail recommendation function for young people and a social network function that allows them to share photos of their hiking trails.

   PDF

1. 

   Missionaries and cannibals problem

   Digital logic design using Verilog HDL for river crossing of 3 missionaries and cannibals. Visualize logical commands using quartus2 and Altera board.

   PDF

2019

1. 

   Beauty Manside : Application of beauty coordinator for menl

   We created an application called beauty manside, a male beauty coordinator. This application has made it possible to recommend customized beauty products for men and to make a series of processes available through the application that allow them to purchase them.

   PDF

1. 

   Notree : Natural note manufacture vending machine

   We invented Notree the natural note manufacture vending machine using a siamese neural network to divide new papers. Notree accepts old notes and reuses the paper which is unscribbled using Siamese neural network.

   PDF