Here’s an example Python code for Back Translation of a sample dataset using the googletrans library: from googletrans import Translator import random translator = Translator() def back_translate(sentence, lang): “”” Translates…
Tag: dataset
If you have a csv file with data in few columns and few rows and you want to generate a bigger dataset using some data augmentation technique, Back Translation is…
Generative AI can be used to increase the size of a training dataset by generating synthetic data that is similar to the real data. This approach is known as data…
Here is some sample code using PyTorch for generating a sample dataset using the MNIST dataset as an example: In this code, we first define the transformations to be applied…
There are several tools available that can help to automatically generate huge datasets from a small sample. Some of the commonly used tools are: These tools can be useful for…