Update coco.py

coco.py

@@ -157,6 +157,118 @@ CAT = [
     "hair brush",
 ]
 
+CAT_PANOPTIC = CAT + [
+"banner",
+"blanket",
+"none1",
+"bridge",
+"none2",
+"none3",
+"none4",
+"none5",
+"cardboard",
+"none6",
+"none7",
+"none8",
+"none9",
+"none10",
+"none11",
+"counter",
+"none12",
+"curtain",
+"none13",
+"none14",
+"door-stuff",
+"none15",
+"none16",
+"none17",
+"none18",
+"none19",
+"floor-wood",
+"flower",
+"none20",
+"none21",
+"fruit",
+"none22",
+"none23",
+"gravel",
+"none24",
+"none25",
+"house",
+"none26",
+"light",
+"none27",
+"none28",
+"mirror-stuff",
+"none29",
+"none30",
+"none31",
+"none32",
+"net",
+"none33",
+"none34",
+"pillow",
+"none35",
+"none36",
+"platform",
+"playingfield",
+"none37",
+"railroad",
+"river",
+"road",
+"none38",
+"roof",
+"none39",
+"none40",
+"sand",
+"sea",
+"shelf",
+"none41",
+"none42",
+"snow",
+"none43",
+"stairs",
+"none44",
+"none45",
+"none46",
+"none47",
+"tent",
+"none48",
+"towel",
+"none49",
+"none50",
+"wall-brick",
+"none51",
+"none52",
+"none53",
+"wall-stone",
+"wall-tile",
+"wall-wood",
+"water-other",
+"none54",
+"window-blind",
+"window-other",
+"none55",
+"none56",
+"tree-merged",
+"fence-merged",
+"ceiling-merged",
+"sky-other-merged",
+"cabinet-merged",
+"table-merged",
+"floor-other-merged",
+"pavement-merged",
+"mountain-merged",
+"grass-merged",
+"dirt-merged",
+"paper-merged",
+"food-other-merged",
+"building-other-merged",
+"rock-merged",
+"wall-other-merged",
+"rug-merged",
+]
+
 SUPER_CAT = [
     "none",
     "person",
@@ -173,6 +285,24 @@ SUPER_CAT = [
     "indoor",
 ]
 
+SUPER_CAT_PANOPTIC = SUPER_CAT + [
+"textile",
+"building",
+"raw-material",
+"furniture-stuff",
+"floor",
+"plant",
+"food-stuff",
+"ground",
+"structural",
+"water",
+"wall",
+"window",
+"ceiling",
+"sky",
+"solid",
+]
+
 CAT2SUPER_CAT = [
     "none",
     "person",
@@ -266,13 +396,118 @@ CAT2SUPER_CAT = [
     "indoor",
     "indoor",
     "indoor",
+    "textile",
+"textile",
+"none",
+"building",
+"none",
+"none",
+"none",
+"none",
+"raw-material",
+"none",
+"none",
+"none",
+"none",
+"none",
+"none",
+"furniture-stuff",
+"none",
+"textile",
+"none",
+"none",
+"furniture-stuff",
+"none",
+"none",
+"none",
+"none",
+"none",
+"floor",
+"plant",
+"none",
+"none",
+"food-stuff",
+"none",
+"none",
+"ground",
+"none",
+"none",
+"building",
+"none",
+"furniture-stuff",
+"none",
+"none",
+"furniture-stuff",
+"none",
+"none",
+"none",
+"none",
+"structural",
+"none",
+"none",
+"textile",
+"none",
+"none",
+"ground",
+"ground",
+"none",
+"ground",
+"water",
+"ground",
+"none",
+"building",
+"none",
+"none",
+"ground",
+"water",
+"furniture-stuff",
+"none",
+"none",
+"ground",
+"none",
+"furniture-stuff",
+"none",
+"none",
+"none",
+"none",
+"building",
+"none",
+"textile",
+"none",
+"none",
+"wall",
+"none",
+"none",
+"none",
+"wall",
+"wall",
+"wall",
+"water",
+"none",
+"window",
+"window",
+"none",
+"none",
+"plant",
+"structural",
+"ceiling",
+"sky",
+"furniture-stuff",
+"furniture-stuff",
+"floor",
+"ground",
+"solid",
+"plant",
+"ground",
+"raw-material",
+"food-stuff",
+"building",
+"solid",
+"wall",
+"textile",
 ]
 
 
-
-
-
-
 class AnnotationType(object):
     """Enum of the annotation format types.
     Splits are annotated with different formats.
@@ -313,8 +548,8 @@ PANOPTIC_FEATURE = datasets.Features(
             "bbox": datasets.Sequence(
                 feature=datasets.Value("float32")
             ),
-            "label": datasets.ClassLabel(names=CAT),
-            "super_cat_label": datasets.ClassLabel(names=SUPER_CAT),
+            "label": datasets.ClassLabel(names=CAT_PANOPTIC),
+            "super_cat_label": datasets.ClassLabel(names=SUPER_CAT_PANOPTIC),
             "is_crowd": datasets.Value("bool"),
         })),
         "panoptic_image": datasets.Image(),
@@ -605,10 +840,10 @@ class Coco(datasets.GeneratorBasedBuilder):
                 # pylint: disable=cell-var-from-loop
                 # build_bbox is only used within the loop so it is ok to use image_info
                 return [
-                    y,
                     x,
-                    (y + height),
+                    y,
                     (x + width),
+                    (y + height),
                 ]
                 # pylint: enable=cell-var-from-loop
 
@@ -622,7 +857,7 @@ class Coco(datasets.GeneratorBasedBuilder):
                         'area': instance['area'],
                         'bbox': build_bbox(*instance['bbox']),
                         'label': instance['category_id'],
-                        'super_cat_label': SUPER_CAT.index(CAT2SUPER_CAT[instance['category_id']]),
+                        'super_cat_label': SUPER_CAT_PANOPTIC.index(CAT2SUPER_CAT[instance['category_id']]),
                         'is_crowd': bool(instance['iscrowd']),
                     }
                     for instance in instances