Kaggle - Invasive Species Monitoring - Ensemble with ROC of 0.95532

Ensemble (Bucket of models) multiple models to achieve ROC of 0.95532.

2017-09-25 Invasive Species Monitoring _ Kaggle.png

Below is an example of creating 4 models that were trained for 100 epochs each. The last section of code saves the weights for each model in the set. 

Invasive Species - CNN-BN-Ensemble.png

Each model was then used to predict the test image set. The mean prediction for each image was then used for the Kaggle Invasive Species Monitoring competition submission.