To create this object detection model and package it for deploying it to the edge device,
follow these steps:

1. Goto Sagemaker > Notebook Instances 
2. Create a notebook instance
3. Once it is running, click "Open Jupyter"
4. Go to Sagemaker Examples
5. click "use" button on "object_detection_incremental_training.ipynb"
6. Goto Files> object_detection_pascalvoc_coco_2019-12-19 folder
7. Upload this jupyter book from your machine - "animal_detection_recordio_format.ipynb"