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"