Aminul Huq – Medium

Aminul Huq

Aminul Huq
in
Towards AI

Towards Identification of Breast Cancer in Mammogram Images using Deep Learning: Part 2

Malignant and Benign Classification

Jun 9

Jun 9

Aminul Huq
in
Towards AI

Let’s Talk Auto-Encoders

and how to improve their performance

Jun 7

Let’s Talk Auto-Encoders

Jun 7

Aminul Huq
in
Towards AI

Towards Identification of Breast Cancer in Mammogram Images using Deep Learning : Part 1

Introduction and Dataset Description

Apr 28

Towards Identification of Breast Cancer in Mammogram Images using Deep Learning : Part 1

Apr 28

Aminul Huq

Multi-task Learning : A Beginner’s Guide

Training Multiple Tasks using a Single DNN with PyTorch

Jan 22

Multi-task Learning : A Beginner’s Guide

Jan 22

Aminul Huq

K-Fold Cross Validation in DNN using PyTorch and Scikit-learn : Tips and Tricks

Generally in deep learning applications or research work, we partition the dataset in three parts namely train, validation and test set…

Jan 7

K-Fold Cross Validation in DNN using PyTorch and Scikit-learn : Tips and Tricks

Jan 7

Aminul Huq

Pre-training and Fine Tuning DNN Models using PyTorch

People now-a-days are using deep neural network models for various tasks. The reason behind this is that they are quite versatile, easy to…

Jan 2

Pre-training and Fine Tuning DNN Models using PyTorch

Jan 2

Aminul Huq

Speech Command Classification using PyTorch and torchaudio

When I first started working on audio data I was scared a lot. Compared to image data, audio data seemed to me like an alien language. I…

Sep 29, 2020

Speech Command Classification using PyTorch and torchaudio

Sep 29, 2020

Aminul Huq

PyTorch Implementation of DeepFool

Adversarial Machine Learning has come a long way since its very beginning. Today we are going to implement a simple method called DeepFool…

Apr 8, 2020

Apr 8, 2020

Aminul Huq

Aminul Huq

Currently pursuing PhD in CSE at UNR. Interested in deep learning and looking for internship opporturnities in the summer.

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