Road Segment Identification

Can you identify which images have a segment of a road in them or not?
The data was collected from 25cm resolution imagery across urban, rural and agricultural landscapes. There are a total of 10 000 images split into train and test.
The objective of this competition is to identify whether an image contains a road segment or not. Dry river beds, railway tracks and power lines could look like roads. It is important to classify these as “not roads”.
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