diff --git "a/data/224/annotations/annotations_ffl_CH_val.json" "b/data/224/annotations/annotations_ffl_CH_val.json"
--- "a/data/224/annotations/annotations_ffl_CH_val.json"
+++ "b/data/224/annotations/annotations_ffl_CH_val.json"
@@ -1 +1,3 @@
-{"info": {"district": "LIDARPOLY", "description": "building footprints", "contributor": "RSulzer"}, "categories": [{"id": 100, "name": "building"}], "images": [{"id": 0, "file_name": "images/val/CH/0/image0_CH_val.tif", "image_path": "images/val/CH/0/image0_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar0_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265355.9], "ffl_pt_path": "ffl/val/CH/0/image0_CH_val.pt"}, {"id": 1, "file_name": "images/val/CH/0/image1_CH_val.tif", "image_path": "images/val/CH/0/image1_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar1_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265411.9], "ffl_pt_path": "ffl/val/CH/0/image1_CH_val.pt"}, {"id": 2, "file_name": "images/val/CH/0/image2_CH_val.tif", "image_path": "images/val/CH/0/image2_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar2_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265467.9], "ffl_pt_path": "ffl/val/CH/0/image2_CH_val.pt"}, {"id": 3, "file_name": "images/val/CH/0/image3_CH_val.tif", "image_path": "images/val/CH/0/image3_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar3_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265523.9], "ffl_pt_path": "ffl/val/CH/0/image3_CH_val.pt"}, {"id": 4, "file_name": "images/val/CH/0/image4_CH_val.tif", "image_path": "images/val/CH/0/image4_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar4_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265579.9], "ffl_pt_path": "ffl/val/CH/0/image4_CH_val.pt"}, {"id": 5, "file_name": "images/val/CH/0/image5_CH_val.tif", "image_path": "images/val/CH/0/image5_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar5_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265635.9], "ffl_pt_path": "ffl/val/CH/0/image5_CH_val.pt"}, {"id": 6, "file_name": "images/val/CH/0/image6_CH_val.tif", "image_path": "images/val/CH/0/image6_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar6_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265691.9], "ffl_pt_path": "ffl/val/CH/0/image6_CH_val.pt"}, {"id": 7, "file_name": "images/val/CH/0/image7_CH_val.tif", "image_path": "images/val/CH/0/image7_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar7_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265747.9], "ffl_pt_path": "ffl/val/CH/0/image7_CH_val.pt"}, {"id": 8, "file_name": "images/val/CH/0/image8_CH_val.tif", "image_path": "images/val/CH/0/image8_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar8_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265803.9], "ffl_pt_path": "ffl/val/CH/0/image8_CH_val.pt"}, {"id": 9, "file_name": "images/val/CH/0/image9_CH_val.tif", "image_path": "images/val/CH/0/image9_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar9_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265859.9], "ffl_pt_path": "ffl/val/CH/0/image9_CH_val.pt"}, {"id": 10, "file_name": "images/val/CH/0/image10_CH_val.tif", "image_path": "images/val/CH/0/image10_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar10_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265915.9], "ffl_pt_path": "ffl/val/CH/0/image10_CH_val.pt"}, {"id": 11, "file_name": "images/val/CH/0/image11_CH_val.tif", "image_path": "images/val/CH/0/image11_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar11_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1265971.9], "ffl_pt_path": "ffl/val/CH/0/image11_CH_val.pt"}, {"id": 12, "file_name": "images/val/CH/0/image12_CH_val.tif", "image_path": "images/val/CH/0/image12_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar12_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266027.9], "ffl_pt_path": "ffl/val/CH/0/image12_CH_val.pt"}, {"id": 13, "file_name": "images/val/CH/0/image13_CH_val.tif", "image_path": "images/val/CH/0/image13_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar13_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266083.9], "ffl_pt_path": "ffl/val/CH/0/image13_CH_val.pt"}, {"id": 14, "file_name": "images/val/CH/0/image14_CH_val.tif", "image_path": "images/val/CH/0/image14_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar14_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266139.9], "ffl_pt_path": "ffl/val/CH/0/image14_CH_val.pt"}, {"id": 15, "file_name": "images/val/CH/0/image15_CH_val.tif", "image_path": "images/val/CH/0/image15_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar15_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266195.9], "ffl_pt_path": "ffl/val/CH/0/image15_CH_val.pt"}, {"id": 16, "file_name": "images/val/CH/0/image16_CH_val.tif", "image_path": "images/val/CH/0/image16_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar16_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266251.9], "ffl_pt_path": "ffl/val/CH/0/image16_CH_val.pt"}, {"id": 17, "file_name": "images/val/CH/0/image17_CH_val.tif", "image_path": "images/val/CH/0/image17_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar17_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266307.9], "ffl_pt_path": "ffl/val/CH/0/image17_CH_val.pt"}, {"id": 18, "file_name": "images/val/CH/0/image18_CH_val.tif", "image_path": "images/val/CH/0/image18_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar18_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266363.9], "ffl_pt_path": "ffl/val/CH/0/image18_CH_val.pt"}, {"id": 19, "file_name": "images/val/CH/0/image19_CH_val.tif", "image_path": "images/val/CH/0/image19_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar19_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266419.9], "ffl_pt_path": "ffl/val/CH/0/image19_CH_val.pt"}, {"id": 20, "file_name": "images/val/CH/0/image20_CH_val.tif", "image_path": "images/val/CH/0/image20_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar20_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611856.0, 1266475.9], "ffl_pt_path": "ffl/val/CH/0/image20_CH_val.pt"}, {"id": 21, "file_name": "images/val/CH/0/image21_CH_val.tif", "image_path": "images/val/CH/0/image21_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar21_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, 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"lidar_path": "lidar/val/CH/0/lidar34_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1265971.9], "ffl_pt_path": "ffl/val/CH/0/image34_CH_val.pt"}, {"id": 35, "file_name": "images/val/CH/0/image35_CH_val.tif", "image_path": "images/val/CH/0/image35_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar35_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266027.9], "ffl_pt_path": "ffl/val/CH/0/image35_CH_val.pt"}, {"id": 36, "file_name": "images/val/CH/0/image36_CH_val.tif", "image_path": "images/val/CH/0/image36_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar36_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266083.9], "ffl_pt_path": "ffl/val/CH/0/image36_CH_val.pt"}, {"id": 37, "file_name": "images/val/CH/0/image37_CH_val.tif", "image_path": "images/val/CH/0/image37_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar37_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266139.9], "ffl_pt_path": "ffl/val/CH/0/image37_CH_val.pt"}, {"id": 38, "file_name": "images/val/CH/0/image38_CH_val.tif", "image_path": "images/val/CH/0/image38_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar38_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266195.9], "ffl_pt_path": "ffl/val/CH/0/image38_CH_val.pt"}, {"id": 39, "file_name": "images/val/CH/0/image39_CH_val.tif", "image_path": "images/val/CH/0/image39_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar39_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266251.9], "ffl_pt_path": "ffl/val/CH/0/image39_CH_val.pt"}, {"id": 40, "file_name": "images/val/CH/0/image40_CH_val.tif", "image_path": "images/val/CH/0/image40_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar40_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266307.9], "ffl_pt_path": "ffl/val/CH/0/image40_CH_val.pt"}, {"id": 41, "file_name": "images/val/CH/0/image41_CH_val.tif", "image_path": "images/val/CH/0/image41_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar41_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266363.9], "ffl_pt_path": "ffl/val/CH/0/image41_CH_val.pt"}, {"id": 42, "file_name": "images/val/CH/0/image42_CH_val.tif", "image_path": "images/val/CH/0/image42_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar42_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266419.9], "ffl_pt_path": "ffl/val/CH/0/image42_CH_val.pt"}, {"id": 43, "file_name": "images/val/CH/0/image43_CH_val.tif", "image_path": "images/val/CH/0/image43_CH_val.tif", "lidar_path": "lidar/val/CH/0/lidar43_CH_val.copc.laz", "width": 224, "height": 224, "res_x": 0.25, "res_y": 0.25, "top_left": [2611912.0, 1266475.9], 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