Update WaterFlowCountersRecognition.py

WaterFlowCountersRecognition.py

@@ -61,20 +61,18 @@ class WaterFlowCounter(datasets.GeneratorBasedBuilder):
     def _info(self):
         features = datasets.Features(
             {
-                "image_id": datasets.Value("int32"),
+                "image_id": datasets.Value("int64"),
                 "image": datasets.Image(),
-                "width": datasets.Value('int32'),
-                "height": datasets.Value('int32'),
+                "width": datasets.Value("int32"),
+                "height": datasets.Value("int32"),
                 "objects": datasets.Sequence(
-                    {   
-                        "id": datasets.Value('int32'),
-                        "bbox": datasets.Sequence(datasets.Value("int64"), length=4),
-                        "area": datasets.Value("int64"), 
-                        "segmentation": datasets.Sequence(datasets.Sequence(datasets.Value("int64"))),                                                                    
-                        "name": datasets.ClassLabel(names=_REGION_NAME, num_classes=3),
-                        "rotated": datasets.ClassLabel(names=_REGION_ROTETION, num_classes=4)
-                    }         
-                )
+                    {
+                        "id": datasets.Value("int64"),
+                        "area": datasets.Value("int64"),
+                        "bbox": datasets.Sequence(datasets.Value("float32"), length=4),
+                        "category": datasets.ClassLabel(names=_REGION_NAME),
+                    }
+                ),
             }
         )
 
@@ -163,12 +161,15 @@ class WaterFlowCounter(datasets.GeneratorBasedBuilder):
                         
                         for name in list(region['region_attributes']['name'].keys()):
                             names.append(name_to_id[name])
+                        '''
                         try:
                             for rot in list(region['region_attributes']['rotated'].keys()):
                                 rotated.append(rotation_to_id[rot])
                         except:
                             rotated.append(int(region['region_attributes']['rotated']))
                         
+                        '''
+                        
                     
                     yield idx, {
                         "image_id": idx,
@@ -178,10 +179,8 @@ class WaterFlowCounter(datasets.GeneratorBasedBuilder):
                         "objects": {
                             "id": ids,
                             "area": all_area,
-                            "bbox": all_bbox,  
-                            "segmentation": all_segmentation,                                                                    
-                            "name":names,
-                            "rotated": rotated
+                            "bbox": all_bbox,                                                                                           
+                            "cathegory":names,                      
                         }
                     }
                     idx += 1