Mohamed Naji Aboo's repositories
TopicModelling
Topic modelling with LDA, unsupervised learning
vgg16_vgg16_scratch
build vgg16 and vgg19 network from scratch. Used flower data set which can be downloaded from kaggle
wordvector_spacy
wordvector demonstration with spacy.
TextClassification
Build custom vacab, Ham /Spam using tfidf , Movie review classification using TFIDF
Custom_Lenet
Lenet customisation with more filters, 3*3 filters, Relu activation fucntion
pyspark_dataframe
pyspark tryouts with dataframes read, write and update
pytorch_linear_regression
Linear Regression using Pytorch
BookMyConsultation
Microservice architecture implementation for doctor consultation. The application uses different microservices, Kafka , NoSQL, and SQL
MNIST_lessParameter_10k
Less parameters will improve the training time. FC layers are costly and we can avoid it if needed.
CNN_Architecutre_Comparison
Comparing 5 different CNN architectures for MNIST, CIFAR 10 and Flower dataset
bookmarker-api
Flask REST API Tutorial
Django_Rest_API
Django rest api
8QueensProblem
solve 8-queens algorithm ; Evolutionary Algorithm
Cataract_Detection-using-CNN
This is the cataract detection project using CNN in mobile application.
COVID-19-ECG-Classification
This repository contains the source codes of the article published to detect changes in ECG caused by COVID-19 and automatically diagnose COVID-19 from ECG data.
Used_Car_Prediction
Kaggle Used Car Prediction
Spark-MLlib-Twitter-Sentiment-Analysis
:star2: :sparkles: Analyze and visualize Twitter Sentiment on a world map using Spark MLlib
video-anomaly-detection
Anomaly detection in videos using deep learning.
car-damage-detector
Mask R-CNN Model to detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and they can assess damage from them. This model can also be used by lenders if they are underwriting a car loan especially for a used car.
TrafficSignClassification
TrafficSignalClassification Keras Lenet
Reconstruction-by-inpainting-for-visual-anomaly-detection
This is an unofficial implementation of Reconstruction by inpainting for visual anomaly detection (RIAD).
BPSO_BreastCancer
breast cancer feature selection using binary particle swarm optimization
gyaan_ke_panne
Books to stand out.
wikipedia-data-science
Working with and analyzing Wikipedia Data