Discover @nafiz09 Open Source projects

Nafiz Islam (@nafiz09)

nafiz09

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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.

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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 .