Report

Ayeshaeiil

March 20, 2023 - March 26, 2023

Papers

Title1: Road Surface types classification using transfer learning for accident prevention(Ongoing)
Title2: Light weight CNN model for object detection
Title3: Improved yolo model for black ice detection (KICS accepted)

80% Progress
Last Week's Progress

-> Paper survey for title 2
-->Completed literature review section of title 1
-->worked with Xception model

This Week Todo's

->Simulated new model from YOLO family
->Make a comparison between transfer learning and yolo
->Continue paper writing

Project Progress

Black Ice detection

50% Progress
Last Week's Project

* working with video and image extraction from the testbed
* Continued working on transfer learning models( customize model)
* Literature review

This Week's Project

->Find out the new model compatible with existing transfer learning models
->Customize Xception model
->Continue working with video and image extraction

Monthly Goals

->Submit paper(ongoing)
->Attend Seminar
->Start working on title 2

Annual Goals

1.Complete at least two Journal Papers
2.Complete 3 Domestic Conference Papers
3.Complete at least two International Conferences