https://github.com/codedcosmos/mirror

Image Dataset Generator, intended for use to create large datasets easily for machine learning
https://github.com/codedcosmos/mirror

ai dataset gui java mirror pytorch tensorflow

Last synced: about 2 months ago
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Image Dataset Generator, intended for use to create large datasets easily for machine learning

• Host: GitHub
• URL: https://github.com/codedcosmos/mirror
• Owner: codedcosmos
• License: gpl-3.0
• Created: 2019-10-03T09:52:25.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-10-03T10:13:26.000Z (over 5 years ago)
• Last Synced: 2024-10-15T09:08:57.510Z (3 months ago)
• Topics: ai, dataset, gui, java, mirror, pytorch, tensorflow
• Language: Java
• Homepage:
• Size: 1.97 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Mirror - Image Dataset Generator with a GUI

### What is mirror?

Mirror is an application that allows you to easily generate images for a dataset given some source material by running the executable .jar file.

### Features

* Supports converting video files into images and then processing them.

    * Avi, webm, mp4 and mov are supported. 

* Supports converting gif files into images.

* Supports png/jpg images.

* Resizes images with either cropping or by changing aspect ratio.

* Supports counter measures to prevent overfitting when training neural networks. With horizontal and vertical jitter, as well as horizontal and vertical flipping.

* Easy importing and exporting of images

* Multithreading support (UP to 32 CPU threads)

* GUI Interface!

![](screenshots/main-tab.png)