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Waheed A. Zarif

Image Recognition With Deep Learning: Convolutional Neural Network

Image Recognition With Deep Learning: Convolutional Neural Network

In a previous article, I used a neural network with two hidden layers to train an image recognition model on CIFAR-10 dataset. This model is able classify color images in 10 categories, but with a significantly low accuracy. In fact, the training validation accuracy was at less than 48%, as

Image Recognition With Deep Learning: Neural Networks

Image Recognition With Deep Learning: Neural Networks

In this task, we will train a neural network model to classify images it has not seen before. This is the "Hello World" of deep learning. The model will be trained to recognize patterns in images through trial and error as it learns on 60,000 images in

Image Recognition With Deep Learning: Introduction

Image Recognition With Deep Learning: Introduction

Deep learning, a branch of artificial intelligence (AI), is ubiquitous these days and powers many aspects of our modern life. Like many others, I am a consumer of this technology, often benefiting from content filtering on social networks, recommendations on e-commerce websites, and enhanced features in smartphones. So, I started

"The most beautiful equation"

"The most beautiful equation"

I recently picked up a book about Paul Erdős, who was a Hungarian mathematician with a very interesting and peculiar life. Amongst many references to great mathematicians and their contribution in the book, Euler's work stood out to me. Leonhard Euler was a prolific Swiss mathematician who made