DDA3005_114514

To initialize this repo:

git clone https://github.com/Linnore/DDA3005_114514.git

Size of this repo: ~339 KB (excluding the report).

Pipeline

*.ipynb

Utilities

*.py file in the folder utils

Note: Though we did not report PhaseIIB-optional in our report, we did implement it in our framework. It suffers from the accuracy issues. One can envoke our PhaseIIB-optional by SVD.svd(myMat, phaseII="B2").

Notes of the data folder:

Please download these datasets from BB and put them under the data folder manually. Please do not push the data onto this repo (cuz they are large). The .gitignore under root directory of this repo should be able to ensure this.

Structure of the data folder

• mat-videos
• test_images
• test_videos
  • 1280_720
  • 1920_1080
  • 2560_1440
  • 640_360

A Sample Platform for Video Extraction

The platform is developed by us. The url is https://3170project.streamlit.app. We have deployed our algorithm and svd algorithm for Problem 3 on the platform. You can try different algorithm to extact the background.