17 citations · 47 across the 8 of their papers we have counts for
8 papers
CongNaMul: A Dataset for Advanced Image Processing of Soybean Sprouts
Byunghyun Ban, Donghun Ryu, Su-won Hwang
We present 'CongNaMul', a comprehensive dataset designed for various tasks in soybean sprouts image analysis. The CongNaMul dataset is curated to facilitate tasks such as image cla…
AI Knows Which Words Will Appear in Next Year's Korean CSAT
Byunghyun Ban, Jejong Lee, Hyeonmok Hwang
A text-mining-based word class categorization method and LSTM-based vocabulary pattern prediction method are introduced in this paper. A preprocessing method based on simple text a…
Mixed Reality Interface for Digital Twin of Plant Factory
Byunghyun Ban
An easier and intuitive interface architecture is necessary for digital twin of plant factory. I suggest an immersive and interactive mixed reality interface for digital twin model…
A Survey on Awesome Korean NLP Datasets
Byunghyun Ban
English based datasets are commonly available from Kaggle, GitHub, or recently published papers. Although benchmark tests with English datasets are sufficient to show off the perfo…
Deep learning method to remove chemical, kinetic and electric artifacts on ISEs
Byunghyun Ban
We suggest a deep learning based sensor signal processing method to remove chemical, kinetic and electrical artifacts from ion selective electrodes' measured values. An ISE is used…
Control of nonlinear, complex and black-boxed greenhouse system with reinforcement learning
Byunghyun Ban, Soobin Kim
Modern control theories such as systems engineering approaches try to solve nonlinear system problems by revelation of causal relationship or co-relationship among the components;…
ODE network model for nonlinear and complex agricultural nutrient solution system
Byunghyun Ban, Minwoo Lee, Donghun Ryu
In closed hydroponic systems, periodic readjustment of nutrient solution is necessary to continuously provide stable environment to plant roots because the interaction between plan…
Machine learning approach to remove ion interference effect in agricultural nutrient solutions
Byunghyun Ban, Donghun Ryu, Minwoo Lee
High concentration agricultural facilities such as vertical farms or plant factories consider hydroponic techniques as optimal solutions. Although closed-system dramatically reduce…