EslamElbassel

Car-plate-detection-

car plate detection and characters recognition Using OpenCv ,EasyOCR and Pytesseract

Generating-circles-using-AutoEncoder-GANs

Image-Processing-noise-reduction-and-edge-detection

Applying some filters from scratch on a noisy image (salt & pepper noise) to remove the noise and apply other sharpening filters (first order derivative filters {perwitt, sobel}) & (second order derivative filters{laplacian , LOG}) for edges detection

MNIST-Dataset-Classification-with-KNN-using-centroid-preprocessing

MNIST is a Dataset for images of handwritten digits Classification with KNN by extracting features using centroid

Search-Engine-using-a-Word2vec-Pretrained-model

implement a Google-like search engine "very light version :D" using a word2vec pretrained model (GoogleNews-vectors-negative300.bin)

Decode-and-Encode-Mnist-dataset-images-GANs

Decode and Encode Mnist dataset images autoencoder (CNN model)

Handwritten-Digit-Clasification-CNN

Implementing-PCA-for-dimensionality-reduction

Implementing PCA (Principal Component Analysis) from scratch for Dimensionality Reduction which is Reducing the number of input variables for a predictive model

Indexing-and-Documents-Similarity

Measures the similarity between documents by calculating Jaccard similarity between documents and provide a similarity score based on how similar the sentences are compared to each other

matrix-calculator

make a matrix class and matrix calculator

MNIST-Dataset-Classification-with-KNN-SVM-and-ANN

MINIST dataset is a database of handwritten digits , classified with 3 models (K nearest neighbor, support vector machine, Artificial Neural Network)

Queue-

Queue class

Quiz_Game

That is a simple Quiz game, which has two types of users admin( who manage the game, make the quiz, edit it, and add new users ) and player ( who take the quiz , see his records ).