SnapCleanse - A gallery Purifier

Dataset:

Info:

Original dataset: 3 classes, 5k images each

Augmented dataset: per class: 5k original images + 200 images each of 6 deletable clusters (pixelated, grainy, blurred, motion blurred, lens_flare, random) = 1200 total images

Original Dataset (usc login req.): https://drive.google.com/drive/folders/18F9V4tV346TwV094Axl-DsLy54nr6Xyg?usp=sharing

Augmented Dataset (usc login req.): https://drive.google.com/drive/folders/1FWDFaRl-U1Wq546jtbHMgLyfiS29D98I?usp=sharing

Feature Extraction

Clustering

K-Means (k = 5)

Recommendation System