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Lettuce point cloud examples

This folder contains examples of coloured point clouds with Cos and Iceberg lettuce. The table below provides an overview of the files included in and generated by the examples.

File name Description
center.csv Comma separated file with the x,y,z-coordinates of the center of the lettuce-of-iterest in the point cloud in pc-scaled.pcd. Only the x,y-coordinates are reliable.
- File is generated by pcl-select-center
confMat.csv * Comma separated file with the confusion matrix summaryzing the results of segmenting the lettuce-of-interest from a point cloud. Rows correspond to observations. Columns correspond to predictions.
- File is generated by pcl-segment-lettuce
features.csv * Comma separated file with the features extracted from a point cloud containing only the lettuce-of-interest. Each row contains one feature and is ordered as:
name,value,unit
- File is generated by pcl-extract-lettuce-features
labels.pcd Ground truth labels of the points in the point cloud in pc-scaled.pcd. The intensity of each point corresponds to a one of the following classes:
0 : non-lettuce
1 : lettuce-of-interest
2 : adjacent lettuce (only in-row adjacent lettuces are marked)
- File is generated by pcl-label-cloud
pc-neighbor-centers.pcd Point cloud with the coordinates of the centers of the 4 neighbouring plants. Only the xy-coordinates are reliable.
- File is generated by pcl-select-neighbor-centers
pc-plant.pcd Segmented point cloud with the lettuce-of-interest.
- File is generated by pcl-segment-lettuce
pc-scaled.pcd Point cloud with the lettuce-of-interest as well as neighbouring lettuce, soil, weeds and equipment.
- File is supplied by user.
z0.csv * Comma separated file with the estimated z-coordinate of the lettuce-of-interest stem point.
- File is generated by pcl-segment-lettuce
* No included in the examples, but can be generated using the supplied code and data material.