Nazanin De's Blog

Projects, Ideas and thoughts

Finding lane lines using OpenCV

Self-driving cars need to perceive the world as humans do, when they drive. Humans use their eyes to figure out how fast they go, where the lane lines are, and where are the turns. Car does not have eyes but self-driving cars can use cameras and other sensors to keep…

Single-layer Artificial Neural Networks

In this article I would like to introduce perceptrons and adeline(ADAptive LINear NEuron) which are in the category of single-layer neural networks. In machine learning perceptron is an learning algorithm to do binary classification, a function which can decide an input belongs to one class or another or in…

Predict Housing Prices in Boston_ A Machine Learning Regressor

Following describes the implementation of a Machine Learning regressor that is capable of predicting Boston housing prices. The data used here is loaded in (sklearn.datasets.load_boston) and comes from the StatLib library which is maintained at Carnegie Mellon University. You can find more information on this dataset from…