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jeffin07/DatasetGenerator

This is a python script which generate a dataset by your limited data

DatasetGenerator

This is a Small python script which generate a dataset by your limited data

Who is this for ?

This is for image dataset(currently) if you're doing a classification or detection task and you want to do that with your own cutom dataset
But you only have a limited number of images then this will help you to create a dataset of large number by doing image augmentaion.The purpose of this
repo is if you are new to ML/DL and you need to experiment with your own data which is limited then this a good place to look in

How this works ?

This is based on imgaug which has huge features and good documentation.Here we only using some of them to generate a dataset and made it simple.
This is in it's alpha version and need improvement

Sample Usage

Use the branch alpha

python3 generator.py --image_path="/path_of_the/image.jpg" --save_path="/where_to_save" --ext=".jpg"

Languages

Python100.0%

Contributors

Created June 19, 2019
Updated July 4, 2019