ArcFace: Facial Recognition Model

ArcFace is an open source state-of-the-art model for facial recognition. Author Jiang Kang et al. published a paper in 2018 titled “ ArcFace: Additive Angular Margin Loss for Deep Face Recognition”. It has shown outstanding performance of 99.82% accuracy in LFW dataset . …

Step by Step Guide to Regression Analysis

We all know Applied Statistics hold a close relationship with Machine Learning but often times we find ourselves writing code and pulling commands from ML libraries randomly without knowing why. I mean if it works, it works right? I say otherwise, I think its crucial that we truly understand these…

DCGAN implementation using Keras on MNIST dataset

This is a mini project-based course on DCGAN implementation on MNIST dataset I completed in Coursera that I would like to walk you through in the simplest way possible.

Project Brief

The project teaches how to build and train a Deep Convolutional Generative Adversarial Network (DCGAN) with Keras to generate images of fashionable clothes using MNIST dataset. It makes use of the Keras Sequential API with Tensorflow 2 as the backend. …

Ishrat Jahan Ananya

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