The project involves using a dataset of 100 high-resolution retinal fundus images for blood vessel segmentation to aid in early detection of retinal pathologies | Implemented U-Net architecture fro…

Inference using DETR pretrained model from torch hub on COCO2017 and PASCAL-VOC2012

Convert PASCAL-VOC annotations in XML to COCO annotations in JSON

The Java Message Service (JMS) API is a messaging standard that allows application components to create, send, receive, and read messages. It enables distributed communication that is loosely coupl…

Image stitcher that uses image warping and homographies to automatically create an image mosaic.

Spring Boot Microservices - MySQL - MongoDB - gRPC

Transformer-based Encoder-Decoder

Named Entity Recognition (NER) using HMM, MEMM, FFNN & LSTM

Sentiment Classification into five distinct classes using the Stanford Sentiment Treebank (SST) dataset using two different classification models: Naive Bayes & Logistic Regression.

Deep Convolution Generative Adversarial Networks (DCGANs) on MNIST dataset

Computer Vision and NLP techniques are combined (CNN & LSTM) to understand the content of an image and generate a coherent and relevant description

Face Recognition Project using PCA and LDA Algorithms for Dimensionality Reduction

Activity Detection Using Unsupervised Learning Algorithms: DBSCAN, K-Means & Spectral Clustering to identify and label different activities in a dataset

Designing and Implementing an Examination System & Online Judge for Gammal Tech

End 2 End Project Using 5 Machine Learning Models & Deployment using Flask

NutriBalance is a Health Tracker web application that calculate your GDA, show you various diet plans and track your weight history to give you insightful analytics about your progress

Play Connect4 against an intelligent AI agent using Minimax Algorithm with and without Pruning

End 2 End Machine Learning Model Deployed using Flask

This is my Python Notes Repo This Repo include Notes for 3 main libraries in Python used for Data Science & Machine Learning (numpy | matplotlib | pandas)

8 Puzzle Solver Using Classical Search Algorithms: DFS | BFS | A*

Utilize Unsupervised learning skills to reduce dimensionality and identify clusters in the penguins dataset

Unsupervised Machine Learning Models

This Repo contains some Models of Supervised Machine Learning and some important Operations applied on the data in the preprocessing phase

Credit Card Approval Prediction using Logistic Regression || Classification

House Price Prediction using Gradient Descent Algorithm || Linear Regression

Investigating Netflix movies dataset using python libraries: pandas and matplotlib