Papers

Title 1: YOLOv8-Based Anomaly Detection for Advanced Manufacturing Execution Systems.
Target: Processing

Title 2: Machine learning model for the prediction of work-related musculoskeletal disorder Based on Office Ergonomics and Behavioural Factors.
Target: Information Processing Letters

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 using Jetson Nano for various use cases in AI and Robotics.

This Week Todo's

Title 1: Research Outline Set-up - Initiate Chapter 1 & 2



Title 2: Model Evaluation and results.

Project Progress

Title 1 -> In progress
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Blockchain Implementation: Initialized and deployed genesis block,
Joined ethereum main network via the EVM, Created a private network.
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Title 2 -> In progress

Last Week's Project

Title 1 -> Downloaded the dataset for the work
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Blockchain Implementation:Initialized and deployed genesis block,
Joined ethereum main network via the EVM, Created a private network.

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Title 2 -> Chapter 1 and 2

This Week's Project

Title 1 -> Carry out data preprocessing and labeling
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Blockchain Implementation: Carry out more experimentation on private network creation
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Title 2 -> run some more model ablation and data improvements

Monthly Goals

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

Annual Goals

1. Submit and publish one SCI-E Journal (0/1)
2. Become proficient in building Blockchain networks