https://github.com/vtuanpham/svd_image_video_compression

Image and video compression via singular value decomposition with user-interface.
https://github.com/vtuanpham/svd_image_video_compression

compress-images compression compression-algorithm image image-processing kivy kivy-application kivy-framework math multithreading svd svd-image-compression video video-compression video-processing webcam

Last synced: 3 months ago
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Image and video compression via singular value decomposition with user-interface.

• Host: GitHub
• URL: https://github.com/vtuanpham/svd_image_video_compression
• Owner: vTuanpham
• Archived: true
• Created: 2022-11-21T13:28:04.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-12-10T22:00:55.000Z (over 2 years ago)
• Last Synced: 2024-09-26T20:20:40.692Z (7 months ago)
• Topics: compress-images, compression, compression-algorithm, image, image-processing, kivy, kivy-application, kivy-framework, math, multithreading, svd, svd-image-compression, video, video-compression, video-processing, webcam
• Language: Python
• Homepage:
• Size: 2.36 MB
• Stars: 5
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# SVD Image and video compression

Image and video compression via singular value decomposition with user-interface.

**Simple application for image and video compression for demonstration purpose using singular value decomposition with user input rank (Level of compression or level of details want to preserve)**

![image](https://user-images.githubusercontent.com/82665400/206876833-1a25d254-73b1-4b05-8411-8dc09e27d546.png)

Video compression has multithreading support with 5 frames parallel processing.