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BSD 3-Clause "New...
Created over 4 years ago
Updated over 4 years ago

SimeonDee

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In this python project, I built CNN based models that can detect sick poultry bird(s) suffering from Avian-Flu and Newcastle diseases, from healthy ones.

collections-and-file-handling-demo

My Java Implementation demonstrating the use of Collections and File-handling, using Exam Question as Sample Case.

Java

traverse-computation-for-surveyors-vb_net

My VB.Net Project on Traverse Computation for Surveyors

Visual Basic

agglomerative-hierarchical-clustering-of-drivers-with-dendrogram

Clustering of Delivery Fleet drivers using Agglomerative Hierarchical Clustering with Dendrogram

Jupyter Notebook

k-means-clustering-of-delivery-fleet-drivers

K-Means Clustering Model of Delivery Fleet Drivers of a company with clusters Visualized with Matplotlib. I used Elbow Method to determine the optimum K value by ploting K's in range(1,11) against "Within Cluster Sum of Squares" wcss values.

Jupyter Notebook

pm2_5_air_pollution_prediction_and_forecast

Analysis of Air Pollution prediction and time-series forecast of PM2.5 Pollutant using Machine Learning Algorithms (SVM, Decision Tree and Random Forest) and Deep Learning Algorithms (CNN, Bi-LSTM). Also considered for improved performances is random search hyper-parameter tuning using Ray-Tune with HyperBand Scheduler strategy.

Jupyter Notebook

offa-gis-system-android-with-GMap-api

An android app (Java) for accessing and searching for locations, calculating distances within Offa environs, using Google map api in Android Studio IDE.

Java

credit-card-validation-mobile-web-app

A mobile web app that validates a credit card information. HTML, CSS and Javascript ESX.

HTML

SimeonDee/cnn-for-avian-flu-and-newcastle-poultry-diseases-detection

SimeonDee

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