inconsistent num classes in PrimaLayout

The configuration for the PrimaLayout MRCNN Detectron2 model …

layout-parser/src/layoutparser/models/detectron2/catalog.py

Line 57 in 04e2816

    
           "mask_rcnn_R_50_FPN_3x": "https://www.dropbox.com/s/yc92x97k50abynt/config.yaml?dl=1"

… contains a setting MODEL.ROI_HEADS.NUM_CLASSES: 7.

But LP's actual runtime config for the label map of the region types contains only 6 classes:

layout-parser/src/layoutparser/models/detectron2/catalog.py

Lines 88 to 95 in 04e2816

    
           "PrimaLayout": { 
        
               1: "TextRegion", 
        
               2: "ImageRegion", 
        
               3: "TableRegion", 
        
               4: "MathsRegion", 
        
               5: "SeparatorRegion", 
        
               6: "OtherRegion", 
        
           },

According to the converter for training on PRImA …
https://github.com/Layout-Parser/layout-model-training/blob/b9fad076596272e427612d5e848da1ba8ea06b97/tools/convert_prima_to_coco.py#L36-L64

… the difference is in the background class (0).

IMO that's an error (either in the Detectron2 config file, or in LP catalog's label map). It does not show as an error, but instead of class strings you'll just get the class number for the additional/missing class 0.

	"PrimaLayout": {
	1: "TextRegion",
	2: "ImageRegion",
	3: "TableRegion",
	4: "MathsRegion",
	5: "SeparatorRegion",
	6: "OtherRegion",
	},