Search Results for author: Byunghyun Ban

Found 7 papers, 4 papers with code

CongNaMul: A Dataset for Advanced Image Processing of Soybean Sprouts

no code implementations30 Aug 2023 Byunghyun Ban, Donghun Ryu, Su-won Hwang

The CongNaMul dataset is curated to facilitate tasks such as image classification, semantic segmentation, decomposition, and measurement of length and weight.

Image Classification Segmentation +1

AI Knows Which Words Will Appear in Next Year's Korean CSAT

1 code implementation24 Nov 2022 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.

Mixed Reality Interface for Digital Twin of Plant Factory

no code implementations29 Oct 2022 Byunghyun Ban

An easier and intuitive interface architecture is necessary for digital twin of plant factory.

Mixed Reality

A Survey on Awesome Korean NLP Datasets

no code implementations17 Oct 2021 Byunghyun Ban

English based datasets are commonly available from Kaggle, GitHub, or recently published papers.

Control of nonlinear, complex and black-boxed greenhouse system with reinforcement learning

1 code implementation30 Jul 2019 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; most of those approaches focus on control of sophisticatedly modeled white-boxed systems.

Q-Learning reinforcement-learning +1

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