Inference Overlay: Difference between revisions
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The AI Inference Overlay is a [[Grid Overlay]] which can spatially identify features using one or more Prequel Grids. Features are identified using a Convolution [[Neural Network]]. This neural network takes a subsection (window) of the input grid and either classifies or detects one or more objects in that window. The window of detection marches over the input grid with a [[Stride fraction (Inference Overlay)|configurable stride]]. | The AI Inference Overlay is a [[Grid Overlay]] which can spatially identify features using one or more Prequel Grids. Features are identified using a Convolution [[Neural Network]]. This neural network takes a subsection (window) of the input grid and either classifies or detects one or more objects in that window. The window of detection marches over the input grid with a [[Stride fraction (Inference Overlay)|configurable stride]]. | ||
<gallery heights="300"> | |||
foliage_inference_labels.jpg|Labeled features | foliage_inference_labels.jpg|Labeled features | ||
foliage_inference_scores.jpg|Label Scores | foliage_inference_scores.jpg|Label Scores | ||
foliage_inference_masks.jpg|Pixel Masks | foliage_inference_masks.jpg|Pixel Masks | ||
foliage_inference_boxes.jpg|Bounding Boxes | foliage_inference_boxes.jpg|Bounding Boxes | ||
foliage_inference_foliage_height.jpg|DSM DTM on identified features | foliage_inference_foliage_height.jpg|DSM DTM on identified features | ||
foliage_inference_max_neighbor_height.jpg|Iterated max neighboring height | |||
</gallery> | |||
{{article end | {{article end | ||
Revision as of 11:59, 14 October 2024
The AI Inference Overlay is a Grid Overlay which can spatially identify features using one or more Prequel Grids. Features are identified using a Convolution Neural Network. This neural network takes a subsection (window) of the input grid and either classifies or detects one or more objects in that window. The window of detection marches over the input grid with a configurable stride.
Labeled features
Label Scores
Pixel Masks
Bounding Boxes
DSM DTM on identified features
- Foliage inference max neighbor height.jpg
Iterated max neighboring height
How-to's
- How to import trees based on an Inference Overlay
- How to use the Inference Overlay to detect and add solar panels to buildings based on a Satellite Overlay
See also
