Saad's Blog

Saad Mahmud

Saad Mahmud

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Deeply interested in AI and tech in general. Always open to a conversation, feel free to leave me a message.

Problems faced while installing transformers from source

Nov 1, 20222 min read

And how I solved them · Recently I installed the Huggingface Transformers on Windows following their contributing guidelines. Outlined below are some of...

Problems faced while installing transformers from source

Image Segmentation: Annotations to Binary Masks

Jun 5, 20224 min read

Convert annotations contained in xml file to a binary mask in jpeg format · Introduction Image segmentation is similar to image classification such that...

Image Segmentation: Annotations to Binary Masks

How to write custom callbacks for AI training

Apr 22, 20227 min read

Introduction Callbacks are essentially a set of functions that are executed at different stages of a program lifecycle. In the context of training...

How to write custom callbacks for AI training

A simple training method in Pytorch

Apr 12, 20223 min read

Introduction This article displays a very simple training process of a deep learning algorithm, which is implemented using Pytorch. The code for the...

A simple training method in Pytorch

Creating a custom Dataset class in Pytorch

Mar 23, 20224 min read

Require data handling before model training · Before creating deep-learning models and training them, the dataset needs to be prepared to be fed into the...

Creating a custom Dataset class in Pytorch

How to download a dataset using the Kaggle API

Mar 22, 20222 min read

Kaggle is one of the most popular communities for Data Science and Machine Learning. Through Kaggle, people can join competitions, learn new Concepts,...

How to download a dataset using the Kaggle API