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car-plate-detection-

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

decode-and-encode-mnist-dataset-images-gans

Decode and Encode Mnist dataset images autoencoder (CNN model)

generating-circles-using-autoencoder-gans

handwritten-digit-clasification-cnn

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

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

llm-zoomcamp

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)

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

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 ).

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)

twitter-scraper

A Python tool designed for efficiently scraping Twitter accounts looking for mentions of stock symbols.