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Tag: dataset

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Back Translation of a sample dataset using googletrans

  • Posted on March 17, 2023
  • by smartsource

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…

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  • Tutorials

Data Augmentation using Back Translation

  • Posted on March 17, 2023March 17, 2023
  • by smartsource

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…

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  • Tutorials

Using generative AI to augment a training dataset

  • Posted on March 17, 2023March 17, 2023
  • by smartsource

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…

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  • Tutorials

Generate sample image dataset using PyTorch

  • Posted on March 10, 2023
  • by smartsource

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…

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  • Articles

Automatically generate datasets for ML projects

  • Posted on March 10, 2023
  • by smartsource

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…

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