https://github.com/jeffin07/datasetgenerator

This is a python script which generate a dataset by your limited data
https://github.com/jeffin07/datasetgenerator

dataset-generation deep-learning image-augmentation limited-data machine-learning python

Last synced: 23 days ago
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This is a python script which generate a dataset by your limited data

• Host: GitHub
• URL: https://github.com/jeffin07/datasetgenerator
• Owner: jeffin07
• Created: 2019-06-19T05:52:36.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-07-04T10:09:38.000Z (over 5 years ago)
• Last Synced: 2024-10-29T15:15:03.223Z (2 months ago)
• Topics: dataset-generation, deep-learning, image-augmentation, limited-data, machine-learning, python
• Language: Python
• Homepage:
• Size: 6.84 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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](https://github.com/aleju/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"

`