FireIdentificationmCNN

Links to data:

• Dataset 1: https://data.mendeley.com/datasets/gjmr63rz2r/1
• Dataset 2: https://drive.google.com/drive/folders/1HznoBFEd6yjaLFlSmkUGARwCUzzG4whq?usp=sharing

ToDo:

Meg:

• Change hyperparameters of SVM-CNN hybrid model to improve metrics
• Look at implementing an SVM model
• See if you can bias the output towards being risk adverse

Charlie

• Report f1 metric for each model
• Identify what images the models are missclassifying (sunsets?)
• Test the TL models on another dataset
• Look at recall, precision, AUC metrics instead of/as well as accuracy
• Implement and compare different trasnfer learning models
• Look into which ones would be 'light-weight' for remote sensing devices