Computer Vision

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

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

read more

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

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

read more

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

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.

read more

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

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

read more

Programming Computer Vision Awesome Guides Deployment could be easy — A Data Scientist’s Guide to deploy an Image detection FastAPI API using Amazon ec2

Just recently, I had written a simple tutorial on FastAPI, which was about simplifying and understanding how APIs work, and creating a simple API using the framework.

read more

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

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.

read more

Natural Language Processing Deep Learning Computer Vision Awesome Guides A definitive guide for Setting up a Deep Learning Workstation with Ubuntu

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

read more

Deep Learning Computer Vision Awesome Guides End to End Pipeline for setting up Multiclass Image Classification for Data Scientists

Have you ever wondered how Facebook takes care of the abusive and inappropriate images shared by some of its users?

read more

Deep Learning Computer Vision Awesome Guides Implementing Object Detection and Instance Segmentation for Data Scientists

Object Detection is a helpful tool to have in your coding repository.

read more

Deep Learning Computer Vision Awesome Guides Demystifying Object Detection and Instance Segmentation for Data Scientists

I like deep learning a lot but Object Detection is something that doesn’t come easily to me.

read more