Nafiz Islam's repositories
CSE472-ML-Project-Road-Sign-Detection
This project uses YOLOv8 for road sign detection, trained on a dataset of road sign images. The model is built using PyTorch and is capable of detecting and classifying various types of road signs, with evaluations done using precision, recall, and F1 score metrics.
Restaurant-Management-System
This was a website to handle costs, employees and online/offline orders of a single specific restaurant. This project was done under the Database course and the objective was to utilize SQL and oracle database.
Bus-Ticket-Booking-Desktop-Applicaton
A Desktop GUI based bus ticket booking application. The aim of this project was to get familiar with Java, OOP, Socket Programming(Networking), Multi-threading and GUI based framework JavaFX.
FingerCount
Python based computer vision desktop application to detect the number of fingers. Mediapipe,a cross-platform pipeline framework to build custom machine learning solutions for live and streaming media, was used for the detection part. And then the hand gesture is detected.
Flexible-Random-Early-Detection
RED(Random Early Detection) is a classic algorithm to ease congestion and then to improve the quality of service of the network.When average queue size is near to the minimum and maximum threshold, the loss rate is unreasonable. To improve the performance of linear approach of RED, a nonlinear approach is proposed .
River_Learning
A learning game for kids implemented in iGraphics based on C++
DoctorZone
Dockzone is a online platform for Appointment Management between doctor and patient and Medicine delivary system.