Roads 50cm/px

Included on a trial basis with ORCA™ HUNTR is a version of Roads 50cm/px.

You can find the model already in the list of available trained models in the ORCA HUNTR - MAP view or in the list of available models when starting a run from the ORCA HUNTR - SCENES view.

Find the Roads 50cm/px model here.

The general input requirements for ORCA HUNTR must be met. Additionally, this model has the following input requirements:

• The image must be georeferenced
• The image must have at least 3 channels (RGB)
• The imagery should have a similar resolution to the training imagery (50cm). This means detection quality will degrade significantly when out of the range between 30 and 70cm resolution.

The output is georeferenced. The vector output is available as line strings only.

Model Metrics

The following metrics are the observed metrics for the vectorized output of the Roads 50cm/px model as tested on the Maxar Vivid 50cm dataset.

Product quality may vary for different parts of the globe as it can be affected by various factors like density distribution, image quality, and occlusions.

Region	completeness*	correctness*
Australia and New Zealand	79	75
Central Asia	79	77
Eastern Africa	75	73
Eastern Asia	70	68
Eastern Europe	82	81
Melanesia	76	73
Middle Africa	77	74
Northern Africa	84	82
Northern America	89	87
Northern Europe	87	83
South America	89	87
South-Eastern Asia	87	85
Southern Africa	76	71
Southern Asia	80	77
Southern Europe	88	85
Western Africa	73	69
Western Asia	86	83
Western Europe	86	82

_{* Heipke, C., Mayer, H., Wiedemann, C., & Jamet, O. (1997). Evaluation of Automatic Road Extraction. International Archives of Photogrammetry and Remote Sensing, 32(3-4W2), 151-160.}