Papers

Title 1: YOLOv8-Based Anomaly Detection for Solar PV Manufacturing Execution Systems.
Target: ICMIC: Processing

Title 2: Multi-class machine learning model for the prediction of work-related musculoskeletal disorder
Target: KCIS: Processing - For Submission

Last Week's Progress

A YOLO v8 based anomaly detection for solar PV Manufacturing Execution systems- Capstone project and in preparation for ICMIC conference
1. Model Training and Evaluation.

Multi-class machine learning model for the prediction of work-related musculoskeletal disorder.
1. Model Training and Evaluation.

Blockchain:
To start with the integration of blockchain and Jetson Nano for various use cases in AI and Robotics.

This Week Todo's

Title 1: Research Outline Set-up - Initiate Chapter 3 & 4
Update and Finish Methodology and Related Works on Overleaf.

Title 2: Model Evaluation and results.

Project Progress

Title 1 -> In progress
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Blockchain Implementation: In progress
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Title 2 -> In progress

Last Week's Project

Title 1 -> Chapter 2 and 3
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Blockchain Implementation: Solidity codes and Smart contracts
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Title 2 -> Chapter 1 and 2

This Week's Project

Title 1 -> Train the model with the dataset and run some hyper parameter tuning
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Blockchain Implementation: Jetson Nano
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Title 2 -> Train the model with the dataset and run some hyper parameter tuning

Monthly Goals

1. Continue Study on Blockchain
2. Finish Paper 1 with result (On-going)
3. Finish Paper 2 with result (Started)
4. Submit Journal

Annual Goals

1. To attend at least 2 conferences (2/2) - KICS Winter 2024, ICMIC 2024
2. Submit and publish one SCI Journal (0/1)
3. Become proficient in building Blockchain networks