Vegetation 50cm/px¶
Included on a trial basis with ORCA™ HUNTR is a version of Vegetation 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.
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 4 channels (R,G,B & NIR).
- 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 polygons in 4 vegetation classes: background, low vegetation, medium vegetation, and high vegetation.
Model Metrics¶
Published metrics for this model are of average global performance. In comparing results to ground truth to calculate these metrics the four classes are simplified into two classes of no vegetation (background and low vegetation) and vegetation present (medium and high vegetation). More detailed metrics as a confusion matrix are upcoming.
| Metric | Value |
|---|---|
| IoU | .72 |
| Accuracy | .87 |
| Precision | .87 |
| Recall | .80 |
| F1 Score | .84 |