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Madara Premawardhana's Projects

autoencoder-for-solar-energy-generation icon autoencoder-for-solar-energy-generation

This project comprises of a python project which develops an autoencoder for predicting solar energy produced in photovoltaic solar panels. The dataset employed in this project has been aquired from https://ukpowernetworks.opendatasoft.com/

carbonalyser icon carbonalyser

The add-on "Carbonalyser" allows to visualize the electricity consumption and greenhouse gases (GHG) emissions that your Internet browsing leads to.

categorize-financial-articles icon categorize-financial-articles

The only Financial articles categorizer you will ever need! Are you dealing with huge datasets of financial Articles an have no time to go through each one and read what it is about? Don't fear Use this AI model to upload your articles, and it will return a category that closest matches each article. And not only that, an indication of how confident the AI is about its category choice will also be returned back to you.

chatgpt icon chatgpt

Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.

co2-data icon co2-data

Data on CO2 and greenhouse gas emissions by Our World in Data

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALL·E.

digital-twins-explorer icon digital-twins-explorer

A code sample for visualizing Azure Digital Twins graphs as a web application to create, edit, view, and diagnose digital twins, models, and relationships.

mediapipe icon mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

pvc icon pvc

A software for assessing the efficacy of various vehicle powertrains at mitigation of greenhouse gas emissions

pygame-text-input icon pygame-text-input

a small module that enables you to input text with your keyboard using pygame

satelliteimageprocessing icon satelliteimageprocessing

This uses openCV using C++ to detect ground and darker green areas that depicts tree tops and fields for the creation of landscape custom layers (masks) for level design

screenrec icon screenrec

Simple screen recorder made with python combined with Image processing to make it record videos on human gestures (eye blink developed).

streetmap icon streetmap

Import OpenStreetMap data into Unreal Engine 4

uehttpgpt icon uehttpgpt

HttpGPT is an Unreal Engine plugin that facilitates integration with Chat GPT through asynchronous REST requests, making it easy for developers to communicate with the chatbot. Also including an Editor Tool to integrate ChatGPT in the Engine.

urbansim icon urbansim

Platform for building statistical models of cities and regions

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