Report

Ayeshaeiil

December 27, 2022 - January 2, 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

->learnt about transfer learning
->Implement Vgg16 on custom dataset
->Fixing errors of Resnet50

This Week Todo's

->Implement study and Inception
--> Fix Resnet50
-->Study EfficientNet

Project Progress

Black Ice detection

30% Progress
Last Week's Project

->No task

This Week's Project

->Study to apply sensor data (Coding)
->Testbed setup and related study
-->Paper survey

Monthly Goals

->Apply the ML algorithms in the new paper
->Start the new paper(Winter intensive)
->Submit paper(KICS Winter)

Annual Goals

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

2. Publish at least one International Journal

3. Master Python Programming and Machine Learning