I was given the opportunity to attend Grace Hopper Celebration this year. Virtually!!!. I have attended GHC in the past and did not know what to expect from a virtual celebration.

vGHC was impeccably organised with opportunities to talk to recruiters and companies 1:1 or attend sponsor halls in a…

In this blog, we will look into some commonly used data augmentations.

We will be specifically looking at Pytorch augmentations and Albumentation Augmentations.

You can find the code here.

We will be using the image of this dog.

image used for augmentations

Let’s load the image.

import cv2
import albumentations
image = cv2.imread('image_path')
plt.imshow(image)

What is Federated Learning?

Federated learning is a machine learning technique that collaboratively trains an algorithm across multiple decentralized edge devices (desktops, mobiles, tablets, IOT devices, etc.) or servers (data silos) holding local data samples, without the need for sharing the data or centrally aggregating them.

This approach is in…

Ankita Sinha

Hi, I am Ankita. I write about Machine Learning and how I try to navigate the puzzle called life!

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store