View source for How to detect solar panels using an Inference Overlay

{{editor location|overlays|}}

{{editor steps|title=detect solar panels based on an [[Inference Overlay]]
| First add a [[Satellite Overlay]]. This will be used as input for the [[Inference Overlay]].
| [[How to add an Inference Overlay|Add an Inference Overlay]]
| With the Inference Overlay added and selected, click on the wizard button in the Overlay's detail panel
| Once the wizard is ready, click next
| In the ''Select Model'' step, click on the Select button to open the neural network selection panel.
| In the selection panel, select the [[Neural Network]] named [[Solar panels (Neural Network)|solar_panel.onnx]] and click next to advance the wizard.
| In the ''Input Tensors'' step, verify that multiple [[Input tensor (Inference Overlay)|input tensor]]s are recognized and click next. These should be correctly configured.
| In the ''Input prequels'' step, select the [[A prequel (Inference Overlay)|Input Prequel 'A']], and under Overlay, select the ''Satellite Overlay''. Click next.
| In the '' Output Tensors'' step, verify that [[Output tensor (Inference Overlay)|output tensors]] are present, click next.
| In the ''Settings'' step, verify that the '''[[Score threshold (Inference Overlay)|Score Threshold]]''' is around 0.2. This will lower the threshold to accept identified solar panels.
| In the ''Settings'' step, verify that the '''[[Mask threshold (Inference Overlay)|Mask Threshold]]''' is around 0.90. This will raise the threshold to include pixels of identified solar panels.
| Verify that the ''[[Inference mode (Inference Overlay)|Inference Mode]]'' is set to '''BBOX_DETECTION''' and click next.
| In the ''Overlays'' step, select all [[Result types (Inference Overlay)|result overlay types]] and click finish.
}}
{{gallery
 |inference_wizard_solar_neural_network.jpg| Select the ''Foliage'' [[Neural Network]].
 |inference_wizard_solar_input_tensors.jpg| Verify the existence of [[Input tensor (Inference Overlay)|input tensors]].
 |inference_wizard_solar_input_prequel.jpg| Select [[Satellite Overlay]] for [[A prequel (Inference Overlay)|prequel A]].
 |inference_wizard_solar_output_tensors.jpg| Verify the existence of [[Output tensor (Inference Overlay)| output tensors]].
 |inference_wizard_solar_settings.jpg| [[Model attributes (Inference Overlay)|Default settings]] should identify solar panels, but can be tweaked.
 |inference_wizard_result_overlays.jpg| Add all [[Result types (Inference Overlay)|result overlays]].
 |solar_inference_labels.jpg|Labeled features on 0.1m satellite image after [[Recalculate|calculation]].
}}

{{article end
|howtos=
*[[How to update Buildings's solar panel attribute based on an Inference Overlay]]
}}

[[Category:Inference]]