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Ishrat Jahan Ananya
Ishrat Jahan Ananya

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Published in Analytics Vidhya

·Oct 13, 2021

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 . …

Facial Recognition

4 min read

ArcFace: Facial Recognition Model
ArcFace: Facial Recognition Model

Published in Becoming Human: Artificial Intelligence Magazine

·Aug 31, 2021

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…

Regression Analysis

7 min read

Step by Step Guide to Regression Analysis
Step by Step Guide to Regression Analysis

Published in Becoming Human: Artificial Intelligence Magazine

·Oct 31, 2020

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. …

Deep Learning

6 min read

DCGAN implementation using Keras on MNIST dataset
DCGAN implementation using Keras on MNIST dataset
Ishrat Jahan Ananya

Ishrat Jahan Ananya

Deep Learning Engineer exploring AI and Computational Art.

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