Created a binary image classifier for https://www.kaggle.com/mistag/arthropod-taxonomy-orders-object-detection-dataset but only two categories. Three different approaches were taken

1. Create CNN model created from scratch
2. Create CNN model with image transformations
3. Using Pretrained model