Tried
- Final Conv Layer Feature Extraction from Pre-trained VGG16
- XGBoost on features
- 3 fold random search CV
- Dataset augmentation
Not Tried
- FCN on VGG16 features
- Extract lower level VGG16 features
- Training with additional data
- Ensembling (bagging)
- Deep Nets from scratch