Report

Chimesandra

April 9, 2024 - April 12, 2024

Papers

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

Multi-class machine learning model for the prediction of work-related musculoskeletal disorder.
- Working on 2-PAGE paper writing

25% Progress
Last Week's Progress

Tested and deployed smart contracts on various virtual environments. Worked on coding and the use of conditions in getting required outputs from the smart contract
Gathered resources and collected relevant research papers, tutorials, and documentation related to YOLOv8, anomaly detection, and solar PV manufacturing.
Also got some dataset resources for both papers.

This Week Todo's

A YOLO v8 based anomaly detection for solar PV Manufacturing Execution systems- Capstone project and in preparation for ICMIC conference.
1. To start writing and developing the paperwork.

Multi-class machine learning model for the prediction of work-related musculoskeletal disorder.
1. To start writing and developing the paperwork.

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

Project Progress

1. MES project:
Phase 2: Checking diverse and relevant Datasets for my study.

2. Multi class model:
Phase 1: Project breakdown and conceptualization

25% Progress
Last Week's Project

1. MES project:
Phase 1: Project breakdown and conceptualization

2. Multi class model:
Phase 1: Project breakdown and conceptualization

This Week's Project

Literature Review and paper writing
Block chain and Jetson Nano Integration

Monthly Goals

1. To learn more about Block chain, Jetson Nano and Smart contracts and Hyperledger.
2. To finish working on my conference papers.
3. To finish working on the major revision of my KICS journal paper.

Annual Goals

1. To attend at least 2 conferences (4/4) - KICS Winter 2023, KICS Winter 2024, ICCR 2023, and KICS Summer 2023.
2. Submit and publish one SCI Journal (0/2)