Skip to content
YenkoDev Logo
contact@yenkodev.com
Bike Lane Violation Detection with Mask R-CNN — Thesis Design project by YenkoDev

Bike Lane Violation Detection with Mask R-CNN

Software as a Service

No

Category

Thesis Design

Clients

Mapua University

Techstack

PythonDetectron2OpenCV

Purpose

The thesis aimed to detect motor vehicles encroaching on designated bike lanes from CCTV footage, providing an automated way to monitor bike lane compliance and improve cyclist safety without manual video review.

Description

A Python computer-vision system built on Detectron2's Mask R-CNN that processes CCTV video of road segments such as Shaw Boulevard. Operators draw bike lane regions directly on the frame; the system then segments cars, motorcycles, buses, and trucks with instance masks, measures their proximity to the marked lane, and flags violators in red while excluding bicycles.

Start a project like this →← All projects

//More Thesis Design

Automated PWD Parking Assistance System — Thesis Design project by YenkoDev
Thesis Design

Automated PWD Parking Assistance System

Automated Disinfectant Misting System — Thesis Design project by YenkoDev
Thesis Design

Automated Disinfectant Misting System

Network-Based Fingerprint Access Android Application Using Socket Communication — Thesis Design project by YenkoDev
Thesis Design

Network-Based Fingerprint Access Android Application Using Socket Communication

Quail Egg Detection and Classification Through Egg Candling and Image Processing — Thesis Design project by YenkoDev
Thesis Design

Quail Egg Detection and Classification Through Egg Candling and Image Processing

Visual Parameters Testing System: Acuity, Contrast Sensitivity, and Color Vision — Thesis Design project by YenkoDev
Thesis Design

Visual Parameters Testing System: Acuity, Contrast Sensitivity, and Color Vision