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How I Created a Dataset for Instance Segmentation from Scratch?
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.

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A Layman’s Introduction to GANs for Data Scientists using PyTorch
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.

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Creating my First Deep Learning + Data Science Workstation
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.

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Deployment could be easy — A Data Scientist’s Guide to deploy an Image detection FastAPI API using Amazon ec2
Programming Computer Vision Awesome Guides Deployment could be easy — A Data Scientist’s Guide to deploy an Image detection FastAPI API using Amazon ec2
By Rahul Agarwal 04 August 2020

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.

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How to Create an End to End Object Detector using Yolov5
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.

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A definitive guide for Setting up a Deep Learning Workstation with Ubuntu
Natural Language Processing Deep Learning Computer Vision Awesome Guides A definitive guide for Setting up a Deep Learning Workstation with Ubuntu
By Rahul Agarwal 24 June 2020

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

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End to End Pipeline for setting up Multiclass Image Classification for Data Scientists
Deep Learning Computer Vision Awesome Guides End to End Pipeline for setting up Multiclass Image Classification for Data Scientists
By Rahul Agarwal 24 June 2020

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

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Stop Worrying and Create your Deep Learning Server in 30 minutes
Deep Learning Stop Worrying and Create your Deep Learning Server in 30 minutes
By Rahul Agarwal 25 May 2020

I have found myself creating a Deep Learning Machine time and time again whenever I start a new project.

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Implementing Object Detection and Instance Segmentation for Data Scientists
Deep Learning Computer Vision Awesome Guides Implementing Object Detection and Instance Segmentation for Data Scientists
By Rahul Agarwal 06 December 2019

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

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Demystifying Object Detection and Instance Segmentation for Data Scientists
Deep Learning Computer Vision Awesome Guides Demystifying Object Detection and Instance Segmentation for Data Scientists
By Rahul Agarwal 05 December 2019

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

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About Me

I’m a data scientist consultant and big data engineer based in London, where I am currently working with Facebook .

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