Artificial Intelligence and Smart System Research Lab
Artificial Intelligence and
Smart System Research Lab
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Our Projects

Here are some present & past projects under AISSR Lab at Kathmandu University Panchkhal

Past Projects

Dr. Yagya Raj Pandeya

[01/10/2023 – 28/02/2024]

International Centre for Integrated Mountain Development (ICIMOD) Funded Late Blight Prediction System

The project was funded by International Centre for Integrated Mountain Development (ICIMOD)  and Green Resilient Agricultural Productive Ecosystems (GRAPE).

  1. Title: Validation and Dissemination of Weather-based Forecasting Models to Manage Tomato Late Blight
  2. User: Local farmer of Sudurpashim and Karnali province of Nepal
PI : Dr Yagya Raj Pandeya

Dr. Yagya Raj Pandeya

[09/2022 – 01/2023]

Kathmandu University Internally Funded Research Project for Community Development
  1. Title: Deep Leaning Based Vegetable Plant Disease Identification
  2. User: Local farmer of Nepal who use the system to find the vegetable disease of their crops.
PI : Dr Yagya Raj Pandeya

Prof. Jhoonwhoan Lee

[01/04/2021 – 28/02/2022]

Development of AI for Analysis and Synthesis of Korean Pansori
  1. Rhythm analysis of Korean Traditional Music (Pansori).
  2. Music structural analysis and transcription
  3. Supervised dataset for segmentation and classification of rhythm
PI : Prof. Jhoonwhoan Lee

Prof. Jhoonwhoan Lee

[01/09/2021 – 31/12/2021]

AI Data of Intelligent Smart Farm (mushroom)
  1. Smart mushroom farming using IoT
  2. Automation on temperature, humidity and carbon control
  3. Dataset and system development
PI : Prof. Jhoonwhoan Lee

Prof. Jhoonwhoan Lee

[01/03/2021 – 31/03/2021]

Development of Artificial Intelligence and Robot Technologies for Unmanned Farming
  1. Robert navigation control for grass wield detection
  2. Dataset preparation
PI : Prof. Jhoonwhoan Lee

Prof. Jhoonwhoan Lee

[01/03/2021 – 31/03/2021]

Enhancing the UI for Web-based Strawberry Disease Diagnosis and Installment of the System for Expert's Applications
  1. Strawberry disease classification and segmentation
  2. Dataset and annotation
PI : Prof. Jhoonwhoan Lee
Running Projects
Solanaceae Disease Diagnosis and Treatment
  1. Solanaceae (potato, tomato, capsicum, chili and aubergine) disease classification and detection 
  2. Vegetable disease segmentation
  3. Late blight detection and mobile application  
Graph Neural Network for Real-world Applications
  1. Weather forecasting and missing data imputation
  2. Potato late blight forecasting using the meteorological 
  3. Graph based audio classification
  4. EEG Signal analysis using graph
Social Security and Optimization Techniques
  1. Vulnerable wild and stray domestic animals detection
  2. Early Fire Detection and Alert System
  3. Automatic attendance system
  4. Automatic vehicle plate recognition and parking management system
  5. Pothole detection and authority notification system 
Smart Agriculture Systems
  1. Digital Leaf Color Chart (LCC) and Mobile Application
  2. Small Farm Management System
  3. Hi-tech Mushroom Farming System
  4. Crop recommendation system
Culture and Art
  1. Multi-culture Hierarchical Music Video Emotion Classification 
  2. Music Structural Analysis
  3. Nepali Music Transcription 
  4. Music Affective Computing and Music Therapy 
  5. 3D Reconstruction Statues and Temples from 2D Images
  6. Old Nepal Photography Colorization and Digital Expansion
Bio-diversity and Remote Sensing
  1. Wildlife identification from audio and image sequence
  2. Sound Event Detection and Localization (wildlife audio)
  3. Arial Image Segmentation and Super-resolution 
  4. Sound Event Annotation Tool 
Medical Data Analysis
  1. EEG Signal analysis using graph
  2. Understanding Dengue Transmission: A Data-Driven Analysis
  3. Wilms’ Tumor Segmentation using Deep Neural Network
Natural Language Processing and Applications
  1. Nepali WORD_NET generation
  2. Large Language Model for Recommendation
  3. Language Translation and 3D modeling