Report

Ayeshaeiil

January 16, 2023 - January 22, 2023

Papers

Title1: Road Surface Condition monitoring using deep learning for accident prevention

Title 2: light weight deep learning model

20% Progress
Last Week's Progress

->started working with Inception
->simulation of yolov5
->Implemented Resnet50

This Week Todo's

->Resolve the issues of yolov5
->Finalize the version of inception
-->Write result and discussion and introduction

Project Progress

Black Ice detection

30% Progress
Last Week's Project

->Recorded audio data for seconds
--> Monitoring testbed

This Week's Project

--> work on new datasets received from company
-->start working on own dataset

Monthly Goals

->Apply the ML algorithms in the new paper
->Complete 70% of the paper(Winter intensive)

Annual Goals

1. Publish conference papers (Domestic/International)
- KICS Fall (Done)


2. Publish at least one International Journal

3. Master Python Programming and Machine Learning