The images were collected via Google Earth using the latest supplied satellite images on or around 22nd June 2025.
Each image patch is 224x224 pixels, and covers an area of approximately 210x210 metres.

They are split into two datasets: 
	- quarry_train_dataset: 206 quarry files, 484 not_quarry files
	- quarry_test_dataset: 115 quarry files, 123 not_quarry files
	
These datasets were used to train a ResNet-50 architecture with minimal tuning.  This resulted in a model that achieved more than 90% accuracy against the test dataset.  

Any queries then don't hesitate to drop an email to: info@deepterra.tech
