Deep Learning

Deep Learning Natural Language Processing Awesome Guides Understanding Transformers, the Programming Way

By Rahul Agarwal 10 October 2020

Transformers have become the defacto standard for NLP tasks nowadays. They started being used in NLP but they are now being used in Computer Vision and sometimes to generate music as well.

Deep Learning Computer Vision How I Created a Dataset for Instance Segmentation from Scratch?

By Rahul Agarwal 04 October 2020

Recently, I was looking for a toy dataset for my new book’s chapter (you can subscribe to the updates here ) on instance segmentation.

Deep Learning Natural Language Processing Awesome Guides Understanding Transformers, the Data Science Way

By Rahul Agarwal 20 September 2020

Transformers have become the defacto standard for NLP tasks nowadays.

Deep Learning Natural Language Processing Computer Vision Awesome Guides The Most Complete Guide to PyTorch for Data Scientists

By Rahul Agarwal 08 September 2020

PyTorch has sort of became one of the de facto standards for creating Neural Networks now, and I love its interface.

Deep Learning Computer Vision Awesome Guides A Layman’s Introduction to GANs for Data Scientists using PyTorch

By Rahul Agarwal 27 August 2020

Most of us in data science has seen a lot of AI-generated people in recent times, whether it be in papers, blogs, or videos.

Deep Learning Computer Vision Creating my First Deep Learning + Data Science Workstation

By Rahul Agarwal 09 August 2020

Creating my workstation has been a dream for me, if nothing else.

Deep Learning Computer Vision Awesome Guides How to Create an End to End Object Detector using Yolov5

By Rahul Agarwal 04 August 2020

Ultralytics recently launched YOLOv5 amid controversy surrounding its name. For context, the first three versions of YOLO (You Only Look Once) were created by Joseph Redmon.