4G-Controlled Surveillance Drone
Building a fixed-wing drone that can be controlled over 4G networks, allowing for remote surveillance and monitoring.
Type: hardware, software
Tools: ArduPilot, Pixhawk, 4G/LTE, Python, Mission Planner, Raspberry Pi
Airfm
A software for drone builders to create, manipulate, analyse and compare airfoils, to simplify the workflow of designing and building drones.
Type: software
Tools: Python, Qt QML, NumPy, Matplotlib
SA Deforestation Monitoring
An analysis to discover the amounts and areas of deforestation within South Africa using satellite imagery. The analysis also monitors major changes in river network and carbon stocks and emissions.
Type: analysis
Tools: Python, JavaScript, Google Earth Engine, Google Colab, ArcGIS
Uk-stock-market-forecasting
A machine learning project to use various deep learning architectures to forecast the movement of the FTSE-100 index of the UK stock market, incorporating 15 financial indices. Machine learning models used include CNN-LSTM hybrid model, GRU model.
Type: software
Tools: scikit-learn, keras, TensorFlow, NumPy, pandas, Matplotlib
Drone Conceptual Design software
A software for drone builders to perform conceptual design calculations and compare propeller performance data, to simplify the workflow of designing and building drones.
Type: software
Tools: Python, PySide2, NumPy, Matplotlib