AdVantage - Winner of the Earth-i Vantage coding challenge #2
Instructions for running the platform can be found in main.ipynb.
The model is built on top of the pretrained object detection model from Yolov5 with further training for aircraft/boats.
The aircraft model provides the best results with a recall > 90%.
The model was trained using data acquired from a multitude of sources, including Airbus, Vantage and Earth Engine and works with partial cloud cover.
Specific SDK for the Earth-i vantage platform can be found within vantage_api, allowing you to query for video using bounding boxes and airport IATA codes.
The advantage folder contains the bulk of the work including pipelines, handlers etc.
For non-vantage platform video, remove VideoAttachGeoData from the pipeline, as the current Geographic processor is made specifically for XML from the Vantage platform.