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1. Ober-Pipe-Condition-Detector Ober-Pipe-Condition-Detector Public

   Keras/TensorFlow, CNN sequential model, trained from scratch on selected drainage survey footage (aka CCTV). We first manually categorize all of the 1600 images into one of 6 categories based on co…

   Jupyter Notebook 1

2. Chorochromatic-Map-Digitiser Chorochromatic-Map-Digitiser Public

   Developing a quick CNN keras model to help digitise scanned chorochromatic maps. Deployed on the Winter Rainfall Acceptance Potential (WRAP) map

   Jupyter Notebook 1

3. CWI-vs-SAAR---Polynomial-Interpolation CWI-vs-SAAR---Polynomial-Interpolation Public

   This is a quick exercise in curve fitting, based on a chart that shows the relationship between CWI and SAAR, extracted from an old book on hydrology

   Jupyter Notebook

4. Emissions-for-fuel-types-Regression-Model Emissions-for-fuel-types-Regression-Model Public

   Regression model for cofiring of multiple solid fuel types in a CFB boiler and its effect on Flue Gas Flow. We are looking at different regression models in sklearn to predict Flue Gas Flow dependi…

   Jupyter Notebook

5. 2-year-peak-flow-rate 2-year-peak-flow-rate Public

   Web Map for Environment Agency dataset for Greenfield_plot-scale_peak_flow_rate_and_volume_screening_data

   JavaScript

6. Multiplication-Learning-with-Keras Multiplication-Learning-with-Keras Public

   A project utilising Keras in Python, in which a simple feedforward neural network is trained to multiply matrices by 2.

   Jupyter Notebook