https://github.com/iroyalx/pca
UNI S3: PCA training on OLLVETTI-FACES dataset / image size reduction.
https://github.com/iroyalx/pca
face-recognition image-processing linear-algebra linear-regression machine-learning olivetti-dataset pca python size-reduction training
Last synced: about 1 month ago
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UNI S3: PCA training on OLLVETTI-FACES dataset / image size reduction.
- Host: GitHub
- URL: https://github.com/iroyalx/pca
- Owner: IRoyalX
- License: mit
- Created: 2024-02-28T11:07:45.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-02-28T11:46:20.000Z (over 2 years ago)
- Last Synced: 2025-03-15T08:30:07.009Z (over 1 year ago)
- Topics: face-recognition, image-processing, linear-algebra, linear-regression, machine-learning, olivetti-dataset, pca, python, size-reduction, training
- Language: Jupyter Notebook
- Homepage: https://RezaNaghdi.IR
- Size: 1.79 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Principal Component Analysis (PCA)
~ PCA training on OLLVETTI-FACES dataset / image size reduction.
~ This is a part of university project (Linear Algebra) uses PCA algorythm (Step-by-step implementation of the algorithm) on OLIVETTI-FACES dataset of scikit-learn library to reduce image size based on different number of components.
~ آموزش PCA بر روی دیتاست OLLVETTI-FACES / کاهش سایز تصویر.
~ این یک بخش از پروژه دانشگاهی (جبر خطی) است که از الگوریتم PCA (پیاده سازی گام به گام الگوریتم) بر روی دیتاست OLIVETTI-FACES از کتابخانه scikit-learn برای کاهش اندازه تصویر بر اساس تعداد اجزای مختلف استفاده می کند.
Linear Regression
PCA
OLIVETTI-FACES
DATA LOSS (OLIVETTI-FACES)
